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ferrazzipietro/
crf-gamma-Qwen3.5-2B

Name: crf-gamma-Qwen3.5-2B
Availability: InStock

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crf-gamma-Qwen3.5-2B

This model is a fine-tuned version of Qwen/Qwen3.5-2B on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.6656
Aaa Accuracy: 0.9989
Aaa F1 Micro: 0.9989
Aaa F1 Macro: 0.9995
Aaa F1 Weighted: 0.9989
Aaa Accuracy Categorical: 0.9988
Aaa F1 Micro Categorical: 0.9988
Aaa F1 Macro Categorical: 0.9994
Aaa F1 Weighted Categorical: 0.9988
Aaa Accuracy Numerical: 1.0
Class/f1 Results Per Class: {'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}
Items/f1 Scores Per Item: {'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 0.0003
train_batch_size: 8
eval_batch_size: 64
seed: 42
distributed_type: multi-GPU
gradient_accumulation_steps: 4
total_train_batch_size: 32
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-07 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 0.1
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Aaa Accuracy	Aaa F1 Micro	Aaa F1 Macro	Aaa F1 Weighted	Aaa Accuracy Categorical	Aaa F1 Micro Categorical	Aaa F1 Macro Categorical	Aaa F1 Weighted Categorical	Aaa Accuracy Numerical	Class/f1 Results Per Class	Items/f1 Scores Per Item
15.0312	0.0164	2	3.8240	0.2895	0.2895	0.1361	0.3583	0.3140	0.3140	0.1557	0.3890	0.0	{'15.0': 0.0, 'A': 0.0, 'N': 0.5706371191135734, 'Y': 0.5181518151815181, 'eupnoic': 0.0, 'non first episode': 0.0, 'normocardic': 0.0, 'normothermic': 0.0}	{'History of epilepsy': 0.0, 'Antiepileptic therapy already in place': 0.888888888888889, 'Leukocytes': 0.0, 'C-Reactive Protein': 0.0, 'Cardiovascular diseases (except for HF)': 0.40764331210191085, 'Antihypertensive therapy': 0.766355140186916, 'Thoracic ultrasound, any abnormalities': 0.5546218487394958, 'Cardiac ultrasound, any abnormality': 0.7565922920892495, 'Blood sodium': 0.0, 'Blood potassium': 0.0, 'Level of consciousness (GCS)': 0.0, 'Foreign body in the airways': 0.7037037037037037, 'Respiratory Rate': 0.0, 'Body temperature': 0.0, 'Blood calcium': 0.5, 'pH': 0.0, 'Lactates': 0.0, 'History of drug allergy': 0.8245614035087719, 'TLoC while supine': 0.8, 'TLoC during effort': 0.8, 'Poly-pharmacological therapy (>= 5)': 0.43564356435643564, 'Level of consciousness': 0.0, 'Anticoagulants or antiplatelet drug therapy': 0.6666666666666666, 'Diffuse vascular disease': 0.5, 'Creatinine': 0.2222222222222222, 'Heart Rate': 0.0, 'Administration of steroids': 0.0, 'Administration of bronchodilators': 0.0, 'ECG, any abnormality': 0.8181818181818181}
15.0312	0.0327	4	3.5708	0.3664	0.3664	0.1552	0.4173	0.3973	0.3973	0.1781	0.4540	0.0	{'15.0': 0.0, 'A': 0.00966183574879227, 'N': 0.6150121065375302, 'Y': 0.6165644171779141, 'eupnoic': 0.0, 'non first episode': 0.0, 'normocardic': 0.0, 'normothermic': 0.0}	{'History of epilepsy': 0.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 0.0, 'C-Reactive Protein': 0.0, 'Cardiovascular diseases (except for HF)': 0.5119047619047619, 'Antihypertensive therapy': 0.8813559322033898, 'Thoracic ultrasound, any abnormalities': 0.5546218487394958, 'Cardiac ultrasound, any abnormality': 0.7784313725490196, 'Blood sodium': 0.4, 'Blood potassium': 0.0, 'Level of consciousness (GCS)': 0.0, 'Foreign body in the airways': 0.870967741935484, 'Respiratory Rate': 0.0, 'Body temperature': 0.0, 'Blood calcium': 0.5, 'pH': 0.0, 'Lactates': 0.4, 'History of drug allergy': 0.9016393442622952, 'TLoC while supine': 0.8, 'TLoC during effort': 0.8, 'Poly-pharmacological therapy (>= 5)': 0.5892857142857143, 'Level of consciousness': 0.01923076923076923, 'Anticoagulants or antiplatelet drug therapy': 0.7294117647058824, 'Diffuse vascular disease': 0.5789473684210525, 'Creatinine': 0.2222222222222222, 'Heart Rate': 0.0, 'Administration of steroids': 0.0, 'Administration of bronchodilators': 0.0, 'ECG, any abnormality': 0.8695652173913044}
14.8281	0.0491	6	3.3250	0.5835	0.5835	0.5416	0.5954	0.6329	0.6329	0.6197	0.6470	0.0	{'15.0': 0.0, 'A': 0.4393939393939394, 'N': 0.6652267818574513, 'Y': 0.7281553398058253, 'eupnoic': 0.7499999999999999, 'non first episode': 0.7499999999999999, 'normocardic': 0.0, 'normothermic': 1.0}	{'History of epilepsy': 0.7499999999999999, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 0.7142857142857143, 'C-Reactive Protein': 0.42857142857142855, 'Cardiovascular diseases (except for HF)': 0.7562189054726367, 'Antihypertensive therapy': 0.9606299212598425, 'Thoracic ultrasound, any abnormalities': 0.7450980392156863, 'Cardiac ultrasound, any abnormality': 0.8300653594771241, 'Blood sodium': 0.4, 'Blood potassium': 0.33333333333333337, 'Level of consciousness (GCS)': 0.019047619047619046, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 0.7499999999999999, 'Body temperature': 1.0, 'Blood calcium': 0.5, 'pH': 1.0, 'Lactates': 0.6666666666666666, 'History of drug allergy': 0.9770992366412213, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 0.7559055118110236, 'Level of consciousness': 0.7044025157232704, 'Anticoagulants or antiplatelet drug therapy': 0.8260869565217391, 'Diffuse vascular disease': 0.7441860465116279, 'Creatinine': 0.5454545454545454, 'Heart Rate': 0.0, 'Administration of steroids': 0.8, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
14.8281	0.0654	8	3.0990	0.6626	0.6626	0.7790	0.6761	0.7138	0.7138	0.8749	0.7241	0.0571	{'15.0': 0.1081081081081081, 'A': 0.6878980891719745, 'N': 0.6962305986696231, 'Y': 0.7401197604790419, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 0.7142857142857143, 'C-Reactive Protein': 0.625, 'Cardiovascular diseases (except for HF)': 0.847926267281106, 'Antihypertensive therapy': 0.96875, 'Thoracic ultrasound, any abnormalities': 0.7450980392156863, 'Cardiac ultrasound, any abnormality': 0.7562500000000001, 'Blood sodium': 0.0, 'Blood potassium': 0.0, 'Level of consciousness (GCS)': 0.11769041769041769, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 0.5, 'pH': 1.0, 'Lactates': 0.8571428571428571, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 0.6942148760330578, 'Level of consciousness': 0.9901960784313726, 'Anticoagulants or antiplatelet drug therapy': 0.7865168539325843, 'Diffuse vascular disease': 0.7441860465116279, 'Creatinine': 0.7692307692307693, 'Heart Rate': 1.0, 'Administration of steroids': 0.8, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
12.8812	0.0818	10	2.8917	0.7717	0.7717	0.8714	0.7948	0.8031	0.8031	0.9143	0.8137	0.4	{'15.0': 0.5714285714285715, 'A': 0.8023255813953488, 'N': 0.7703703703703704, 'Y': 0.8271028037383178, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 0.7142857142857143, 'C-Reactive Protein': 0.8421052631578948, 'Cardiovascular diseases (except for HF)': 0.9361702127659575, 'Antihypertensive therapy': 0.9923664122137404, 'Thoracic ultrasound, any abnormalities': 0.7450980392156863, 'Cardiac ultrasound, any abnormality': 0.6848484848484848, 'Blood sodium': 0.4, 'Blood potassium': 0.33333333333333337, 'Level of consciousness (GCS)': 0.5447070914696814, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 0.5, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 0.8208955223880596, 'Level of consciousness': 0.9951219512195122, 'Anticoagulants or antiplatelet drug therapy': 0.851063829787234, 'Diffuse vascular disease': 0.8, 'Creatinine': 0.7692307692307693, 'Heart Rate': 1.0, 'Administration of steroids': 0.8, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
12.8812	0.0982	12	2.7042	0.8062	0.8062	0.8257	0.8091	0.8744	0.8744	0.9436	0.8775	0.0	{'15.0': 0.0, 'A': 0.8924731182795699, 'N': 0.830188679245283, 'Y': 0.8825541619156215, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 0.8, 'C-Reactive Protein': 0.8421052631578948, 'Cardiovascular diseases (except for HF)': 0.9583333333333334, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 0.7450980392156863, 'Cardiac ultrasound, any abnormality': 0.6848484848484848, 'Blood sodium': 0.4, 'Blood potassium': 0.5714285714285715, 'Level of consciousness (GCS)': 0.3795180722891566, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 0.5, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 0.9848484848484849, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 0.9103448275862069, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 0.9306930693069307, 'Diffuse vascular disease': 0.8979591836734693, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 0.8, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
12.8812	0.1145	14	2.5500	0.8597	0.8597	0.8329	0.8606	0.9324	0.9324	0.9519	0.9334	0.0	{'15.0': 0.0, 'A': 0.97, 'N': 0.8652037617554859, 'Y': 0.9390919158361019, 'eupnoic': 1.0, 'non first episode': 0.888888888888889, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 0.888888888888889, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 0.8750000000000001, 'C-Reactive Protein': 0.9, 'Cardiovascular diseases (except for HF)': 0.9919354838709677, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 0.9212121212121211, 'Cardiac ultrasound, any abnormality': 0.8689075630252101, 'Blood sodium': 0.6666666666666666, 'Blood potassium': 0.7499999999999999, 'Level of consciousness (GCS)': 0.4690721649484536, 'Foreign body in the airways': 0.9473684210526316, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 0.5, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 0.9105691056910569, 'TLoC while supine': 1.0, 'TLoC during effort': 0.8, 'Poly-pharmacological therapy (>= 5)': 0.9536423841059603, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 0.9906542056074767, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
10.8812	0.1309	16	2.4177	0.8530	0.8530	0.7585	0.8514	0.9251	0.9251	0.8669	0.9234	0.0	{'15.0': 0.0, 'A': 0.9926650366748166, 'N': 0.8042704626334519, 'Y': 0.9377682403433476, 'eupnoic': 1.0, 'non first episode': 0.33333333333333337, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 0.33333333333333337, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 0.9411764705882353, 'C-Reactive Protein': 0.9, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 0.9531531531531532, 'Blood sodium': 0.8571428571428571, 'Blood potassium': 0.7499999999999999, 'Level of consciousness (GCS)': 0.49261083743842365, 'Foreign body in the airways': 0.90625, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 0.5, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 0.7238095238095238, 'TLoC while supine': 0.8, 'TLoC during effort': 0.5, 'Poly-pharmacological therapy (>= 5)': 0.9871794871794872, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
10.8812	0.1472	18	2.3229	0.9120	0.9120	0.7964	0.9165	0.9203	0.9203	0.7820	0.9180	0.8143	{'15.0': 0.8976377952755905, 'A': 1.0, 'N': 0.7865168539325843, 'Y': 0.9373007438894793, 'eupnoic': 0.7499999999999999, 'non first episode': 0.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 0.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 0.8750000000000001, 'C-Reactive Protein': 0.9523809523809523, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 0.6666666666666666, 'Blood potassium': 0.888888888888889, 'Level of consciousness (GCS)': 0.9488188976377953, 'Foreign body in the airways': 0.90625, 'Respiratory Rate': 0.7499999999999999, 'Body temperature': 1.0, 'Blood calcium': 0.8, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 0.6464646464646464, 'TLoC while supine': 0.5, 'TLoC during effort': 0.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
9.4437	0.1636	20	2.2339	0.9332	0.9332	0.6462	0.9477	0.9300	0.9300	0.5977	0.9445	0.9714	{'15.0': 0.9855072463768115, 'A': 0.97, 'N': 0.9210526315789473, 'Y': 0.959731543624161, 'eupnoic': 0.33333333333333337, 'non first episode': 0.0, 'normocardic': 0.0, 'normothermic': 1.0}	{'History of epilepsy': 0.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 0.6153846153846153, 'C-Reactive Protein': 0.8421052631578948, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 0.4, 'Blood potassium': 0.7499999999999999, 'Level of consciousness (GCS)': 0.9618257881368594, 'Foreign body in the airways': 0.9855072463768115, 'Respiratory Rate': 0.33333333333333337, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 0.4, 'Lactates': 1.0, 'History of drug allergy': 0.9016393442622952, 'TLoC while supine': 1.0, 'TLoC during effort': 0.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 0.7692307692307693, 'Heart Rate': 0.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
9.4437	0.1800	22	2.1698	0.9666	0.9666	0.6882	0.9719	0.9638	0.9638	0.6436	0.9696	1.0	{'15.0': 1.0, 'A': 0.9975669099756691, 'N': 0.9589905362776026, 'Y': 0.9774266365688487, 'eupnoic': 0.5714285714285715, 'non first episode': 0.0, 'normocardic': 0.0, 'normothermic': 1.0}	{'History of epilepsy': 0.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 0.8750000000000001, 'C-Reactive Protein': 0.9, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 0.6666666666666666, 'Blood potassium': 0.7499999999999999, 'Level of consciousness (GCS)': 0.9975609756097561, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 0.5714285714285715, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 0.6666666666666666, 'Lactates': 1.0, 'History of drug allergy': 0.9848484848484849, 'TLoC while supine': 1.0, 'TLoC during effort': 0.5, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 0.5454545454545454, 'Heart Rate': 0.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
9.4437	0.1963	24	2.1073	0.9588	0.9588	0.8407	0.9707	0.9903	0.9903	0.8553	0.9903	0.5857	{'15.0': 0.7387387387387387, 'A': 1.0, 'N': 0.9903536977491961, 'Y': 0.9966629588431591, 'eupnoic': 1.0, 'non first episode': 0.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 0.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 0.8693693693693694, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 0.5, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
8.6234	0.2127	26	2.0521	0.9900	0.9900	0.8717	0.9916	0.9928	0.9928	0.8565	0.9928	0.9571	{'15.0': 0.9781021897810218, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 0.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 0.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 0.9890510948905109, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
8.6234	0.2290	28	2.0073	0.9911	0.9911	0.7486	0.9916	0.9915	0.9915	0.7137	0.9915	0.9857	{'15.0': 0.9928057553956835, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 0.0, 'normocardic': 0.0, 'normothermic': 1.0}	{'History of epilepsy': 0.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 0.9964028776978417, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 0.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
8.0203	0.2454	30	1.9740	0.9933	0.9933	0.8422	0.9953	0.9940	0.9940	0.8207	0.9955	0.9857	{'15.0': 0.9928057553956835, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9977678571428571, 'eupnoic': 1.0, 'non first episode': 0.7499999999999999, 'normocardic': 0.0, 'normothermic': 1.0}	{'History of epilepsy': 0.7499999999999999, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 0.9964028776978417, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 0.8571428571428571, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 0.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
8.0203	0.2618	32	1.9422	0.9978	0.9978	0.9688	0.9986	0.9976	0.9976	0.9643	0.9985	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 1.0, 'Y': 1.0, 'eupnoic': 1.0, 'non first episode': 0.7499999999999999, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 0.7499999999999999, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
8.0203	0.2781	34	1.9115	0.9989	0.9989	0.9861	0.9994	0.9988	0.9988	0.9841	0.9993	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 1.0, 'Y': 1.0, 'eupnoic': 1.0, 'non first episode': 0.888888888888889, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 0.888888888888889, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
7.4359	0.2945	36	1.8870	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 1.0, 'Y': 1.0, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
7.4359	0.3108	38	1.8661	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 1.0, 'Y': 1.0, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
7.2672	0.3272	40	1.8443	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 0.8, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
7.2672	0.3436	42	1.8281	0.9978	0.9978	0.9989	0.9978	0.9976	0.9976	0.9988	0.9976	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9935897435897436, 'Y': 0.9977728285077951, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 0.8, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
7.2672	0.3599	44	1.8146	0.9955	0.9955	0.9459	0.9965	0.9952	0.9952	0.9382	0.9962	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 0.5714285714285715, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 0.5714285714285715, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 0.8, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
6.7297	0.3763	46	1.7995	0.9911	0.9911	0.8730	0.9916	0.9915	0.9915	0.8559	0.9915	0.9857	{'15.0': 0.9928057553956835, 'A': 1.0, 'N': 0.9935897435897436, 'Y': 0.9977728285077951, 'eupnoic': 1.0, 'non first episode': 0.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 0.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 0.9487179487179487, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 0.9964028776978417, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 0.8, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
6.7297	0.3926	48	1.7854	0.9889	0.9889	0.8719	0.9894	0.9891	0.9891	0.8547	0.9891	0.9857	{'15.0': 0.9928057553956835, 'A': 1.0, 'N': 0.9870967741935484, 'Y': 0.9955555555555555, 'eupnoic': 1.0, 'non first episode': 0.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 0.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 0.8916666666666666, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 0.9964028776978417, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 0.5, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
6.6719	0.4090	50	1.7698	0.9911	0.9911	0.8730	0.9916	0.9915	0.9915	0.8559	0.9915	0.9857	{'15.0': 0.9928057553956835, 'A': 1.0, 'N': 0.9935897435897436, 'Y': 0.9977728285077951, 'eupnoic': 1.0, 'non first episode': 0.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 0.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 0.9487179487179487, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 0.9964028776978417, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 0.8, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
6.6719	0.4254	52	1.7604	0.9978	0.9978	0.9986	0.9983	0.9988	0.9988	0.9994	0.9988	0.9857	{'15.0': 0.9928057553956835, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 0.9964028776978417, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 0.8, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
6.6719	0.4417	54	1.7479	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 0.8, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
6.3141	0.4581	56	1.7365	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 0.8, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
6.3141	0.4744	58	1.7302	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 0.8, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.8953	0.4908	60	1.7234	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 0.8, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.8953	0.5072	62	1.7167	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 0.8, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.8953	0.5235	64	1.7099	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 1.0, 'Y': 1.0, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
6.2906	0.5399	66	1.7078	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 1.0, 'Y': 1.0, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
6.2906	0.5562	68	1.7031	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 1.0, 'Y': 1.0, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
6.0328	0.5726	70	1.6958	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 1.0, 'Y': 1.0, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
6.0328	0.5890	72	1.6927	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 1.0, 'Y': 1.0, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
6.0328	0.6053	74	1.6865	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 1.0, 'Y': 1.0, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.6766	0.6217	76	1.6854	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 1.0, 'Y': 1.0, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.6766	0.6380	78	1.6823	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968253968253968, 'Y': 0.9988826815642458, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 0.9959839357429718, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.7203	0.6544	80	1.6815	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.7203	0.6708	82	1.6815	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.7203	0.6871	84	1.6826	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.7109	0.7035	86	1.6734	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.7109	0.7198	88	1.6711	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.5695	0.7362	90	1.6680	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.5695	0.7526	92	1.6646	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 1.0, 'Y': 1.0, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.5695	0.7689	94	1.6651	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 1.0, 'Y': 1.0, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 1.0, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.8984	0.7853	96	1.6682	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.8984	0.8016	98	1.6708	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.3133	0.8180	100	1.6685	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.3133	0.8344	102	1.6659	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.3133	0.8507	104	1.6630	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.6281	0.8671	106	1.6635	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.6281	0.8834	108	1.6630	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.6609	0.8998	110	1.6630	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.6609	0.9162	112	1.6630	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.6609	0.9325	114	1.6646	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.1961	0.9489	116	1.6661	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.1961	0.9652	118	1.6656	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.3875	0.9816	120	1.6656	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.3875	0.9980	122	1.6656	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}
5.3875	1.0	123	1.6656	0.9989	0.9989	0.9995	0.9989	0.9988	0.9988	0.9994	0.9988	1.0	{'15.0': 1.0, 'A': 1.0, 'N': 0.9968051118210862, 'Y': 0.9988851727982163, 'eupnoic': 1.0, 'non first episode': 1.0, 'normocardic': 1.0, 'normothermic': 1.0}	{'History of epilepsy': 1.0, 'Antiepileptic therapy already in place': 1.0, 'Leukocytes': 1.0, 'C-Reactive Protein': 1.0, 'Cardiovascular diseases (except for HF)': 1.0, 'Antihypertensive therapy': 1.0, 'Thoracic ultrasound, any abnormalities': 1.0, 'Cardiac ultrasound, any abnormality': 1.0, 'Blood sodium': 1.0, 'Blood potassium': 1.0, 'Level of consciousness (GCS)': 1.0, 'Foreign body in the airways': 0.9928057553956835, 'Respiratory Rate': 1.0, 'Body temperature': 1.0, 'Blood calcium': 1.0, 'pH': 1.0, 'Lactates': 1.0, 'History of drug allergy': 1.0, 'TLoC while supine': 1.0, 'TLoC during effort': 1.0, 'Poly-pharmacological therapy (>= 5)': 1.0, 'Level of consciousness': 1.0, 'Anticoagulants or antiplatelet drug therapy': 1.0, 'Diffuse vascular disease': 1.0, 'Creatinine': 1.0, 'Heart Rate': 1.0, 'Administration of steroids': 1.0, 'Administration of bronchodilators': 1.0, 'ECG, any abnormality': 1.0}

Framework versions

PEFT 0.19.1
Transformers 5.14.1
Pytorch 2.8.0+cu128
Datasets 3.6.0
Tokenizers 0.22.2

ferrazzipietro/crf-gamma-Qwen3.5-2B

crf-gamma-Qwen3.5-2B

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

ferrazzipietro/
crf-gamma-Qwen3.5-2B