{"id":"W2999526654","doi":"10.1080/10903127.2020.1716283","title":"Successful Resuscitation from Refractory Ventricular Fibrillation by BLS Providers Employing Double Sequential External Defibrillation: A Case Report","year":2020,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital","funders":"","keywords":"Medicine; Ventricular fibrillation; Defibrillation; Refractory (planetary science); Resuscitation; Life saving; Life support; Intensive care medicine; Basic life support; Cardiopulmonary resuscitation; Fibrillation; Advanced life support; Advanced cardiac life support; Cardiology; Internal medicine; Emergency medicine; Medical emergency; Atrial fibrillation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001032856,0.0002710609,0.0003443814,0.00008289127,0.0002356125,0.00006425926,0.00006561545,0.0001780537,0.0002181101],"category_scores_gemma":[0.0001630034,0.000270888,0.0003427272,0.0003965784,0.00004178957,0.0006343353,0.00006470692,0.0002028795,0.00004525769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001970373,"about_ca_system_score_gemma":0.0001530026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076952,"about_ca_topic_score_gemma":0.00003447663,"domain_scores_codex":[0.99756,0.00007273224,0.0007171725,0.0006659199,0.0006895635,0.0002945818],"domain_scores_gemma":[0.998506,0.00003281519,0.0003585724,0.0003151197,0.0004806301,0.0003068408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001512115,0.00006673202,0.9046719,0.0008812358,0.0005104394,0.02547747,0.02038706,0.002241986,0.02493731,0.00006997506,0.01051862,0.008725133],"study_design_scores_gemma":[0.03525971,0.00422716,0.6548771,0.002498029,0.007082171,0.01141596,0.06495507,0.008726838,0.08255881,0.00188351,0.1186224,0.007893298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854264,0.006620267,0.001925285,0.0007447281,0.002425143,0.001045521,0.00009766279,0.0002067437,0.001508306],"genre_scores_gemma":[0.9956141,0.0001226515,0.0005691356,0.00004914447,0.001866908,0.0000335823,0.001644392,0.00005407742,0.00004604266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2497948,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885921194405187,"score_gpt":0.2868320291047935,"score_spread":0.2679728171607416,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}