{"id":"W2893225097","doi":"10.1001/jamacardio.2018.3037","title":"Variation in Survival After Out-of-Hospital Cardiac Arrest Between Emergency Medical Services Agencies","year":2018,"lang":"en","type":"article","venue":"JAMA Cardiology","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Ottawa; University of British Columbia; Ottawa Hospital","funders":"Canadian Institutes of Health Research; National Institutes of Health; ZOLL Medical Corporation; University of Washington; National Heart, Lung, and Blood Institute; Heart and Stroke Foundation of Canada; Institute of Circulatory and Respiratory Health; University of Alabama; National Institute of Neurological Disorders and Stroke; American Heart Association","keywords":"Medicine; Return of spontaneous circulation; Emergency medical services; Emergency medicine; Emergency department; Cardiopulmonary resuscitation; Targeted temperature management; Logistic regression; Odds ratio; Confounding; Resuscitation; Internal 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":[0.0008313431,0.0001570147,0.0006927509,0.0001391911,0.00003629122,0.000006204422,0.0001115509,0.0004113546,0.0001294723],"category_scores_gemma":[0.0002922543,0.0001334132,0.0002772409,0.0002342141,0.0001940452,0.0001053446,0.00008946766,0.0002399941,0.0001004493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006565975,"about_ca_system_score_gemma":0.00013757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001903996,"about_ca_topic_score_gemma":0.0001298574,"domain_scores_codex":[0.9981964,0.0002826742,0.0004686606,0.0003143158,0.0004397471,0.0002981746],"domain_scores_gemma":[0.9990683,0.0001333134,0.0001099362,0.0002978132,0.000253694,0.0001369359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001598487,0.00002052541,0.9928085,0.000112944,0.0003084265,0.000056606,0.003281438,0.000002337882,0.0005514823,0.0001053451,0.0004050308,0.002187578],"study_design_scores_gemma":[0.0006448253,0.0001964509,0.989109,0.00006469704,0.0001534558,4.833621e-7,0.0005044047,0.00002360536,0.00005277611,0.0002112277,0.008905496,0.0001336033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96692,0.0003251073,0.0003361114,0.000911909,0.02491354,0.0002732732,0.00003917969,0.00003477426,0.006246072],"genre_scores_gemma":[0.9902422,0.0002289678,0.0000921621,0.0000517579,0.009196771,0.00003792879,0.00009151949,0.00001863844,0.00004003276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02332219,"threshold_uncertainty_score":0.5440434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195998908264636,"score_gpt":0.282452036302893,"score_spread":0.2704920472202466,"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."}}