{"id":"W2139916084","doi":"10.1016/j.resuscitation.2015.02.003","title":"Out-of-hospital cardiac arrest survival improving over time: Results from the Resuscitation Outcomes Consortium (ROC)","year":2015,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":477,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University; University of British Columbia; Queen's University; University of Toronto","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; Ventricular fibrillation; Internal medicine; Ventricular tachycardia; Resuscitation; Cardiopulmonary resuscitation; Cardiology; Randomized controlled trial; Observational study; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003402787,0.0008992421,0.0008767971,0.00163582,0.0007594737,0.001846322,0.0009462067,0.001222844,0.00136718],"category_scores_gemma":[0.01214824,0.0002635163,0.002227564,0.002251628,0.0005547093,0.002078082,0.002500542,0.001613825,0.0005093883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470452,"about_ca_system_score_gemma":0.002031059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02345499,"about_ca_topic_score_gemma":0.0297158,"domain_scores_codex":[0.9977822,0.0007447969,0.0002176289,0.0003733965,0.0003934448,0.0004885422],"domain_scores_gemma":[0.9906436,0.001225925,0.003302307,0.0008648332,0.002306182,0.001657341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004350963,0.0008829996,0.9719651,0.0001296019,0.001238496,0.00006875792,0.000309304,0.0005727987,0.0001467006,0.0001582492,0.007529952,0.01264713],"study_design_scores_gemma":[0.000219359,0.0005466279,0.9970175,0.00004708305,0.0005384176,0.00004661545,0.0003061359,0.0002390398,0.00007559979,0.00008239976,0.0008549867,0.00002610203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864148,0.0005448042,0.0001536341,0.0008264183,0.00007265906,0.0001231877,0.008894957,0.00003399984,0.002935456],"genre_scores_gemma":[0.9759887,0.0006141313,0.000391634,0.0005190621,0.0002050444,0.0002203054,0.02106423,0.00004284734,0.0009540942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02345499,"threshold_uncertainty_score":0.04663694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188702253320912,"score_gpt":0.2835243198369196,"score_spread":0.2616372973037104,"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."}}