{"id":"W4386268707","doi":"10.1093/eurheartj/ehad508","title":"Stroke risk in women with atrial fibrillation","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; Sunnybrook Health Science Centre; University Health Network; University of Toronto; Women's College Hospital; Sunnybrook Hospital; Health Sciences Centre","funders":"Department of Family and Community Medicine, University of Toronto; National Institutes of Health; National Heart, Lung, and Blood Institute; Heart and Stroke Foundation of Canada; Institute for Clinical Evaluative Sciences; Sunnybrook Research Institute; University of Toronto; University Health Network; American Heart Association","keywords":"Medicine; Hazard ratio; Atrial fibrillation; Stroke (engine); Proportional hazards model; Cohort; Confidence interval; Internal medicine; Population; Cohort study; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002263053,0.0001663009,0.0002744926,0.0003109495,0.0003813874,0.0003842683,0.0001911048,0.0002665823,0.003118769],"category_scores_gemma":[0.001087855,0.0001494357,0.0005092184,0.0006619737,0.0001398378,0.0001831148,0.0002007739,0.0003754318,0.0004087162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003947444,"about_ca_system_score_gemma":0.0005045718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03211658,"about_ca_topic_score_gemma":0.0395564,"domain_scores_codex":[0.9998093,0.00002631488,0.00001465577,0.0000473691,0.00005286471,0.00004941721],"domain_scores_gemma":[0.9997383,0.0000281239,0.0001349702,0.00001918617,0.00003650978,0.0000428958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006141044,0.000009495416,0.9959282,0.00001638186,0.00003894104,0.00009767451,0.00005517289,0.0000162064,0.00009651502,0.00002849015,0.0005261843,0.003125285],"study_design_scores_gemma":[0.00001053672,0.00003086121,0.9982637,0.00001509353,0.00003241601,0.0004076491,0.00007494895,0.00005829626,0.00002245064,0.00005062129,0.001031238,0.000002190729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842637,0.004030073,0.0002473707,0.0009120055,0.0001142912,0.0000330642,0.003765138,0.00001737494,0.00661688],"genre_scores_gemma":[0.9968761,0.0009403843,0.0001032687,0.000164688,0.00006351363,0.00001963707,0.0008752273,0.000002847564,0.0009543778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03211658,"threshold_uncertainty_score":0.06385928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06351411883734451,"score_gpt":0.3267854965865539,"score_spread":0.2632713777492094,"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."}}