{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001689743,0.0003111876,0.0006034828,0.0001415579,0.0001686942,0.00008889785,0.0001867591,0.0002908953,0.00001092631],"category_scores_gemma":[0.00525555,0.0002255656,0.0003615367,0.0004346328,0.0002577699,0.000380848,0.00008035934,0.0004024704,0.0001786671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195035,"about_ca_system_score_gemma":0.0004073702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007649673,"about_ca_topic_score_gemma":0.0001046424,"domain_scores_codex":[0.9965404,0.0003815143,0.0009099268,0.0005653016,0.001224393,0.0003784855],"domain_scores_gemma":[0.9958465,0.001746469,0.0005926543,0.00071925,0.0008425187,0.0002526448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01001857,0.0009160358,0.688248,0.0003186499,0.002200956,0.00008304093,0.05222383,0.0009908436,0.06938313,0.003232402,0.1535913,0.01879321],"study_design_scores_gemma":[0.00676363,0.0003183936,0.9763442,0.0002207899,0.0005509132,1.338584e-7,0.004421954,0.001418681,0.001045509,0.001386682,0.0070638,0.0004652836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607407,0.0002666391,0.0004926588,0.005103993,0.02611763,0.001229709,0.0004953982,0.0001667819,0.005386422],"genre_scores_gemma":[0.9950153,0.00003440637,0.001139395,0.0001543394,0.001708945,0.00003882717,0.00142267,0.00005474369,0.0004313577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2880962,"threshold_uncertainty_score":0.9198298,"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."}}