{"id":"W3207959669","doi":"10.1016/j.cjca.2021.07.095","title":"LOW CARDIOVASCULAR HEALTHCARE UTILIZATION PRIOR TO OUT OF HOSPITAL CARDIAC ARREST: A CANADA WIDE ANALYSIS","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Coronary artery disease; Cardiopulmonary resuscitation; Population; Emergency medicine; Diabetes mellitus; Myocardial infarction; Disease; Cohort; Internal medicine; Resuscitation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0008967731,0.0007067557,0.001103068,0.002515231,0.003253999,0.002720562,0.00244163,0.001518606,0.004106623],"category_scores_gemma":[0.003998891,0.0009097669,0.002808533,0.008809781,0.0009537502,0.0008525638,0.001764847,0.002723611,0.0003181099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03615699,"about_ca_system_score_gemma":0.06568605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952779,"about_ca_topic_score_gemma":0.9978082,"domain_scores_codex":[0.9974745,0.000158923,0.0001984468,0.0004452194,0.0007313563,0.0009915121],"domain_scores_gemma":[0.9929222,0.0004080637,0.001333576,0.0001996616,0.003304944,0.001831469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002132415,0.00007824253,0.9906852,0.000137127,0.0006511076,0.0001602453,0.0004616452,0.0001700619,0.00009431372,0.0002673235,0.004628189,0.002453324],"study_design_scores_gemma":[0.00002742949,0.00002730031,0.9970357,0.0001269778,0.0002823066,0.00006177129,0.001097922,0.0002228102,0.00002205127,0.00003703816,0.001034167,0.00002451961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603872,0.004384135,0.0002486621,0.001981475,0.00006502283,0.0001483474,0.02755586,0.00002943366,0.005199727],"genre_scores_gemma":[0.9883487,0.002291262,0.0003194023,0.0008565161,0.000026472,0.00005146326,0.006713957,0.00002891622,0.001363196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03615699,"threshold_uncertainty_score":0.2623385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286725760076522,"score_gpt":0.2504095508436591,"score_spread":0.2375422932428939,"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."}}