{"id":"W1963938508","doi":"10.1016/j.resuscitation.2008.02.020","title":"Rationale, development and implementation of the Resuscitation Outcomes Consortium Epistry—Cardiac Arrest","year":2008,"lang":"en","type":"article","venue":"Resuscitation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":280,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"Institute of Circulatory and Respiratory Health; Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada; National Heart, Lung, and Blood Institute; University of Washington; American Heart Association","keywords":"Medicine; Ventricular fibrillation; Defibrillation; Resuscitation; Population; Cardiopulmonary resuscitation; Pulseless electrical activity; Emergency medical services; Medical emergency; Receiver operating characteristic; Emergency medicine; Internal 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":[0.1675358,0.0007903286,0.0008938612,0.003587236,0.007188249,0.01099543,0.005014629,0.006495642,0.007528264],"category_scores_gemma":[0.1457059,0.001025871,0.001556877,0.002292473,0.006651785,0.003581063,0.01131483,0.0113885,0.001580994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01590732,"about_ca_system_score_gemma":0.1220864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01508062,"about_ca_topic_score_gemma":0.03629353,"domain_scores_codex":[0.8843822,0.06229774,0.01216039,0.004985996,0.0276198,0.008553946],"domain_scores_gemma":[0.8583439,0.04907405,0.01168338,0.007356616,0.04484473,0.02869727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.003201291,0.006920666,0.1657455,0.00287041,0.0004312753,0.001854079,0.01129999,0.004857558,0.002957366,0.3618044,0.2199573,0.2181001],"study_design_scores_gemma":[0.007650824,0.006236556,0.2773332,0.01063433,0.0007414959,0.001519924,0.01610291,0.009302544,0.00911506,0.03531978,0.6252913,0.0007520029],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1640532,0.003891662,0.07519253,0.3484806,0.009353449,0.2484185,0.008743102,0.0006196784,0.1412472],"genre_scores_gemma":[0.3787367,0.001662576,0.2329586,0.09159523,0.003508435,0.2587463,0.006163775,0.0002449279,0.02638364],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1675358,"threshold_uncertainty_score":0.8860248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02164265119468703,"score_gpt":0.2969986323072403,"score_spread":0.2753559811125533,"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."}}