{"id":"W2224761692","doi":"","title":"Abstract 16: Variability in Treated Versus Untreated Out-of-Hospital Cardiac Arrest Episodes Across the Resuscitation Outcomes Consortium","year":2014,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Hospital; University of British Columbia; Queen's University","funders":"","keywords":"Medicine; Resuscitation; Cardiopulmonary resuscitation; Emergency medicine; Retrospective cohort study; Emergency medical services; Emergency department; Cardiac resuscitation; Intensive care medicine; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0212512,0.0003360915,0.0007083593,0.002470761,0.0004418567,0.001272452,0.001376849,0.0005252475,0.004110236],"category_scores_gemma":[0.06713267,0.000223112,0.0008104356,0.002559518,0.0006767539,0.00102384,0.00152002,0.0006598551,0.0004144374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007354491,"about_ca_system_score_gemma":0.0006251271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002844347,"about_ca_topic_score_gemma":0.002334055,"domain_scores_codex":[0.965465,0.01988682,0.006075902,0.003043561,0.004228174,0.001300436],"domain_scores_gemma":[0.9195901,0.03883614,0.02907271,0.00554616,0.004907567,0.002047396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007692068,0.0001263068,0.9927832,0.00006784948,0.0007860341,0.00005179977,0.0003834467,0.0002690795,0.0002256619,0.000222083,0.001601923,0.002713353],"study_design_scores_gemma":[0.00006030251,0.0002848678,0.9958793,0.00004112329,0.0001222133,0.0001478471,0.0004884722,0.001653134,0.0003112904,0.0001667376,0.0008327065,0.00001207942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887844,0.0002841103,0.002001463,0.0003351764,0.0000842535,0.0001873826,0.005864616,0.00004612737,0.002412319],"genre_scores_gemma":[0.9968623,0.00002124443,0.0004459619,0.00006100818,0.00004249795,0.000216307,0.002094255,0.00002255678,0.0002338527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0212512,"threshold_uncertainty_score":0.1123884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868023322106688,"score_gpt":0.2998993681947382,"score_spread":0.2812191349736713,"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."}}