{"id":"W2789825467","doi":"10.1161/circulationaha.117.030700","title":"Impact of Bystander Automated External Defibrillator Use on Survival and Functional Outcomes in Shockable Observed Public Cardiac Arrests","year":2018,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":203,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; St. Michael's Hospital; Ottawa Hospital; University of British Columbia","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; Defibrillation; Automated external defibrillator; Bystander effect; Confidence interval; Odds ratio; Emergency medicine; Cardiopulmonary resuscitation; Resuscitation; Internal medicine; Shock (circulatory); Cardiology; Emergency medical services; Medical emergency","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":[0.0002154603,0.0001148846,0.0003036977,0.0001908129,0.00004995427,0.00003448671,0.00001481559,0.00009560456,0.00002285086],"category_scores_gemma":[0.0003016581,0.00009247775,0.0001458598,0.0002462437,0.00006645632,0.0002331284,0.00001287256,0.00006574245,0.000008390181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001670467,"about_ca_system_score_gemma":0.00011142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002156675,"about_ca_topic_score_gemma":0.00003783961,"domain_scores_codex":[0.9990209,0.00007493214,0.0002422035,0.0001940531,0.0003080336,0.0001599276],"domain_scores_gemma":[0.999282,0.0001708885,0.00008977884,0.0001647734,0.0002014332,0.00009115058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001937896,0.00004387887,0.9874054,0.00001929651,0.00009461965,0.000001217235,0.00009301217,0.0003934523,0.01107755,0.0002104904,0.0001465137,0.0003208214],"study_design_scores_gemma":[0.001204465,0.00005116568,0.9937102,0.00006058906,0.00003456574,0.00000220453,0.0000257797,0.004622928,0.00009218351,0.00007191901,0.00003664935,0.00008734193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980982,0.00006453991,0.0001770417,0.00005676622,0.000875982,0.0002597775,0.00001487626,0.00007302732,0.0003798185],"genre_scores_gemma":[0.9996002,0.000007174214,0.00006203789,0.00001345213,0.0002124431,0.000004794529,0.00007044525,0.00001506764,0.00001437594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01098537,"threshold_uncertainty_score":0.3771133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06555306777225531,"score_gpt":0.3145242542810442,"score_spread":0.2489711865087889,"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."}}