{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001227377,0.00008931635,0.0001858922,0.0003128397,0.0001128266,0.00005805293,0.00003723123,0.00001747005,0.0002162591],"category_scores_gemma":[0.0001690674,0.00006652471,0.00009377439,0.0003854611,0.00001817857,0.0001213938,0.00003266924,0.0002168621,0.0006255624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006968038,"about_ca_system_score_gemma":0.00003636534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002480225,"about_ca_topic_score_gemma":0.000001386501,"domain_scores_codex":[0.9988605,0.0002294197,0.0002482923,0.0001206627,0.0002899493,0.000251148],"domain_scores_gemma":[0.9995361,0.00008274819,0.0001034537,0.0001134043,0.00003386417,0.0001304529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009283778,8.087416e-7,0.9790412,0.00000637236,0.00005316269,0.0001714792,0.0003638559,0.002507976,0.0001459661,0.00001242462,0.003289705,0.01347868],"study_design_scores_gemma":[0.002299523,0.0002698253,0.8286208,0.00003637934,0.00002168768,0.00008006488,0.0001953824,0.0002719582,0.000006806178,0.00002145517,0.1681098,0.0000663942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920909,0.00006271616,0.00006349605,0.002365361,0.0002728461,0.000163208,0.000002166549,0.00008566638,0.004893588],"genre_scores_gemma":[0.9902635,0.0002625337,0.0004321978,0.0001017857,0.004634548,7.057611e-8,0.000004389191,0.00003031187,0.004270632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1648201,"threshold_uncertainty_score":0.8040549,"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."}}