{"id":"W2942875489","doi":"10.1017/cem.2019.172","title":"MP37: Adherence to Canadian Cardiovascular Society guidelines for prescribing oral anticoagulants to patients with atrial fibrillation in the emergency department","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Atrial fibrillation; Emergency department; Stroke (engine); Internal medicine; Cardioversion; Myocardial infarction; Adverse effect; Emergency medicine; Retrospective cohort study; Cardiology; Management of atrial fibrillation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.009812758,0.0004964033,0.0009779852,0.003223014,0.002755244,0.002639734,0.002554741,0.002515887,0.01234356],"category_scores_gemma":[0.06413712,0.0004792328,0.001479721,0.003075222,0.0006976015,0.0009825844,0.002316143,0.002886837,0.002336535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01428306,"about_ca_system_score_gemma":0.09141053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.650209,"about_ca_topic_score_gemma":0.8142261,"domain_scores_codex":[0.9841588,0.00343275,0.003592738,0.0005493173,0.006572568,0.00169388],"domain_scores_gemma":[0.9635098,0.005610907,0.006081959,0.000792614,0.01901006,0.004994803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003100972,0.0004214485,0.07131375,0.0009535949,0.0002287814,0.0002528534,0.0006334495,0.0006808243,0.0001811452,0.00236674,0.7637463,0.1589111],"study_design_scores_gemma":[0.00092012,0.0002400427,0.5517063,0.008952817,0.0003952645,0.0005720646,0.001333107,0.002390567,0.0004014688,0.002316075,0.4304701,0.0003020958],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1107776,0.02380794,0.008935559,0.2658822,0.005928066,0.009642381,0.0819718,0.00300066,0.4900539],"genre_scores_gemma":[0.6625714,0.02541935,0.08141113,0.09045769,0.002993011,0.0124816,0.0714692,0.001324073,0.05187245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.650209,"threshold_uncertainty_score":0.703702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2047802562140602,"score_gpt":0.3857603702845985,"score_spread":0.1809801140705383,"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."}}