{"id":"W3109759101","doi":"10.1016/j.resuscitation.2020.11.012","title":"Can a Shockable Initial Rhythm Identify Out-of-Hospital Cardiac Arrest Patients with a Short No-flow Time?","year":2020,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal; Université de Montréal; Montreal Heart Institute; Centres Intégré Universitaires de Santé et de Services Sociaux; Jewish General Hospital; Montreal General Hospital; Sante Montreal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Rhythm; Cardiopulmonary resuscitation; Emergency medicine; Medical emergency; Cardiology; Internal medicine; Resuscitation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001194221,0.0007275965,0.0007828343,0.001844519,0.0005487577,0.002146794,0.001019913,0.002254277,0.004090919],"category_scores_gemma":[0.01913839,0.0002537315,0.0005739467,0.0007792754,0.0005528245,0.002759493,0.0005310645,0.001484879,0.001573269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003034889,"about_ca_system_score_gemma":0.0009779516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060166,"about_ca_topic_score_gemma":0.003949976,"domain_scores_codex":[0.9994276,0.000103118,0.0001319776,0.00008130426,0.00009803827,0.0001579965],"domain_scores_gemma":[0.9939599,0.0025164,0.001333734,0.0001843966,0.001145078,0.0008605356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006942751,0.0002363829,0.9658496,0.0001242405,0.00006475062,0.002984642,0.0002570494,0.0001791406,0.000732109,0.0002900024,0.003452417,0.02513525],"study_design_scores_gemma":[0.0001808886,0.001095267,0.9545169,0.001071246,0.0003240456,0.01865699,0.007720199,0.004728356,0.0009861073,0.003676574,0.006926621,0.0001167464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965318,0.004061591,0.00267718,0.01253745,0.00193089,0.00008625345,0.0005095692,0.00007308349,0.01280601],"genre_scores_gemma":[0.9928535,0.001892367,0.001930935,0.001132795,0.001189019,0.00003065291,0.0003928931,0.00002150831,0.0005564385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004090919,"threshold_uncertainty_score":0.01368546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133925395304141,"score_gpt":0.2619676564151793,"score_spread":0.2506284024621379,"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."}}