{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001124313,0.000183159,0.0001756618,0.0007973527,0.0002303982,0.0005806523,0.0002656666,0.0002493768,0.001509999],"category_scores_gemma":[0.005781823,0.00008395616,0.0003914489,0.0007302493,0.0003143028,0.000486823,0.0006356796,0.0004279666,0.0001270808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005250953,"about_ca_system_score_gemma":0.0005967683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005765667,"about_ca_topic_score_gemma":0.008246726,"domain_scores_codex":[0.9991887,0.0002285035,0.0001027261,0.0001612497,0.0001439545,0.0001748989],"domain_scores_gemma":[0.9936467,0.001184026,0.003742421,0.0002563654,0.0005518605,0.0006186301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007763125,0.00001764919,0.9985282,0.000009073447,0.00003739295,0.00002415629,0.00002710048,0.00007126154,0.00003822053,0.00001054108,0.00008778453,0.001070993],"study_design_scores_gemma":[0.000001990742,0.00006614693,0.9996248,0.00000666629,0.00001252017,0.00003896094,0.00006943222,0.00009500881,0.00002231073,0.00001028301,0.00004999255,0.000001740383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991517,0.0001164704,0.00002992142,0.00005584191,0.000003880003,0.000003555279,0.0004310092,0.000001735016,0.0002058079],"genre_scores_gemma":[0.9994878,0.00005875466,0.00001610157,0.00001138019,0.000007213433,0.000002875817,0.0003819765,7.277531e-7,0.00003317606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005765667,"threshold_uncertainty_score":0.01146424,"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."}}