{"id":"W1499845087","doi":"10.1016/j.jacc.2009.11.077","title":"Survival After Application of Automatic External Defibrillators Before Arrival of the Emergency Medical System","year":2010,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":536,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Ottawa; Western University","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; Medtronic; National Institute of Neurological Disorders and Stroke; American Heart Association","keywords":"Medicine; Medical emergency; 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":[0.0005942326,0.0002807744,0.000598951,0.0004621659,0.0006365151,0.0007571832,0.0003259025,0.0007793772,0.0039804],"category_scores_gemma":[0.003970531,0.0001258452,0.001069573,0.0004165691,0.0003868902,0.0006720825,0.0006396637,0.001513111,0.0005740725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005846126,"about_ca_system_score_gemma":0.0007441676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002520805,"about_ca_topic_score_gemma":0.003408696,"domain_scores_codex":[0.9995296,0.00007410382,0.00002461322,0.00006499659,0.00002817329,0.000278552],"domain_scores_gemma":[0.9964349,0.001113932,0.0005604673,0.0003754125,0.0003944508,0.001120842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04536751,0.001439364,0.8977178,0.000135007,0.0008448092,0.004306541,0.0006899763,0.001936185,0.003662007,0.0008339888,0.003957274,0.0391096],"study_design_scores_gemma":[0.000406813,0.01030002,0.9798428,0.00009966672,0.0006561463,0.002389859,0.0007860162,0.001594639,0.001009084,0.001237213,0.001597369,0.0000804654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968959,0.0005597422,0.0001141012,0.0002107721,0.00009698942,0.000007472184,0.0005323896,0.00001290767,0.001569746],"genre_scores_gemma":[0.9985623,0.0001637023,0.00002035974,0.00008621189,0.00005658531,0.000004226176,0.0006629625,0.000003161567,0.0004405402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0039804,"threshold_uncertainty_score":0.01331574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004206391355351107,"score_gpt":0.2553379713843154,"score_spread":0.2511315800289642,"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."}}