{"id":"W2390068400","doi":"10.1016/j.cjca.2015.07.229","title":"ARE THERE GENDER DIFFERENCES IN GUIDELINE-BASED STROKE PREVENTION MANAGEMENT AND OUTCOMES IN HIGH RISK ATRIAL FIBRILLATION PATIENTS PRESENTING TO AN ACADEMIC HOSPITAL?","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Atrial fibrillation; Guideline; Stroke (engine); Management of atrial fibrillation; Emergency medicine; Stroke risk; Internal medicine; Intensive care medicine; Ischemic stroke","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001354665,0.0002161311,0.0006559942,0.0008135624,0.0007416469,0.001331643,0.0006635617,0.001011018,0.005262365],"category_scores_gemma":[0.01136101,0.0003085171,0.0009030135,0.001717875,0.0005594912,0.001048926,0.0006499856,0.001060006,0.0005248404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116248,"about_ca_system_score_gemma":0.001570064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02627933,"about_ca_topic_score_gemma":0.05245065,"domain_scores_codex":[0.9983639,0.000297605,0.000214829,0.0002850645,0.0002615255,0.000577082],"domain_scores_gemma":[0.9950806,0.001252384,0.002059088,0.0001790675,0.0004504698,0.0009784445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001940304,0.00007239199,0.9938081,0.0000261034,0.0001442074,0.0001492289,0.0005163072,0.00003402059,0.0000956467,0.000173909,0.0008680228,0.00391803],"study_design_scores_gemma":[0.00002064124,0.00006202327,0.9973665,0.00004260107,0.00004477503,0.0001886243,0.001601334,0.00007383627,0.0000213632,0.0002123897,0.0003571156,0.000008818863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892445,0.002268094,0.000174701,0.00386848,0.0002126307,0.00001613576,0.001002565,0.000006581857,0.003206361],"genre_scores_gemma":[0.9977276,0.0005088572,0.00008160363,0.000907725,0.0001065269,0.000008448522,0.0004190732,0.00000766741,0.0002323959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02627933,"threshold_uncertainty_score":0.05225271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07407293109996514,"score_gpt":0.3263326991960739,"score_spread":0.2522597680961088,"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."}}