{"id":"W3188406238","doi":"10.3390/ijerph18168323","title":"Factors Influencing Physician Decision Making to Attempt Advanced Resuscitation in Asystolic Out-of-Hospital Cardiac Arrest","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Etiology; Cardiopulmonary resuscitation; Logistic regression; Emergency medicine; Resuscitation; Emergency medical services; Comorbidity; Internal medicine; Intensive care medicine; Retrospective cohort study","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":[0.0006857929,0.0001653509,0.0001684891,0.0004791755,0.0002367477,0.0006890673,0.0001678661,0.0004282348,0.001804616],"category_scores_gemma":[0.01311586,0.0001083153,0.0002121409,0.0005018703,0.0002209198,0.000298676,0.0002029457,0.0004560896,0.0002339216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002630221,"about_ca_system_score_gemma":0.0005620567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002908622,"about_ca_topic_score_gemma":0.003824864,"domain_scores_codex":[0.999247,0.0003811725,0.00008633405,0.00006344866,0.0001224505,0.00009965212],"domain_scores_gemma":[0.9920272,0.00408262,0.002867268,0.0001115029,0.0003733374,0.0005379582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001221661,0.00003482792,0.995598,0.00002197647,0.00002610303,0.0002059218,0.0002316977,0.0001105235,0.00007684408,0.00002529983,0.0002241136,0.003322586],"study_design_scores_gemma":[0.00001350829,0.00009588378,0.9968674,0.00004901586,0.00003402081,0.0005496499,0.001081088,0.0007786169,0.00007744272,0.00005993202,0.0003855187,0.000007974477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998128,0.0005651434,0.0001125858,0.0003874379,0.00001693688,0.0000102122,0.00008276017,0.000002878903,0.0006940644],"genre_scores_gemma":[0.9996345,0.0001393155,0.0000899709,0.00002901266,0.00001506329,0.000002007617,0.00004013576,7.161465e-7,0.00004936049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002908622,"threshold_uncertainty_score":0.006037056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0466230108148248,"score_gpt":0.3966736750804682,"score_spread":0.3500506642656435,"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."}}