{"id":"W3202433241","doi":"10.1016/j.resuscitation.2021.09.016","title":"Post cardiac arrest care in 2021: Back to the drawing board","year":2021,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Pulseless electrical activity; Return of spontaneous circulation; Ventricular fibrillation; Myocardial infarction; Cardiology; Asystole; Internal medicine; Resuscitation; Ventricular tachycardia; Cardiopulmonary resuscitation; Sudden cardiac arrest; Emergency medicine","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":[0.0003525985,0.0003674551,0.0006458992,0.0004120077,0.0001534992,0.0001621369,0.0001727932,0.0006438251,0.00008509839],"category_scores_gemma":[0.0005368164,0.0002899317,0.0004700182,0.0008660161,0.00006098184,0.0001154936,0.0000886356,0.00148888,0.0007232594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005179397,"about_ca_system_score_gemma":0.0004848466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004219874,"about_ca_topic_score_gemma":0.0004574959,"domain_scores_codex":[0.9969952,0.0004007937,0.0005088932,0.000692851,0.000895125,0.0005071044],"domain_scores_gemma":[0.9979612,0.0003984498,0.0001517073,0.0007497523,0.0006273374,0.0001115724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001396888,0.0000173795,0.003159033,0.0008120364,0.0001451258,0.0004004436,0.005846441,0.0002280707,0.0009683503,0.00001860153,0.9824854,0.005779435],"study_design_scores_gemma":[0.0006339146,0.00008389967,0.06355873,0.001270873,0.0002235457,0.000001708965,0.003601257,0.00001344878,0.0001123344,0.00002328501,0.9301056,0.0003713813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03538182,0.003125819,0.00007301947,0.926163,0.01969787,0.002430744,0.0002441255,0.00005479199,0.01282882],"genre_scores_gemma":[0.08545204,0.0009214028,0.003735476,0.7879593,0.08363668,0.00083369,0.02847158,0.0005209084,0.008468926],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1382037,"threshold_uncertainty_score":0.9999553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204018192294437,"score_gpt":0.2666635649756863,"score_spread":0.2546233830527419,"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."}}