{"id":"W4410593870","doi":"10.1016/j.hrthm.2025.05.040","title":"East Asian immigration and direct oral anticoagulant dosing for atrial fibrillation: A population-based cohort study","year":2025,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; Sunnybrook Health Science Centre; Western University; Institute for Clinical Evaluative Sciences; University of Toronto; University Health Network; Women's College Hospital","funders":"Institut canadien d'information sur la santé; Canadian Institutes of Health Research; Institute of Circulatory and Respiratory Health; University of Toronto; Women's College Hospital; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Atrial fibrillation; Dosing; Oral anticoagulant; Internal medicine; Cohort; Immigration; Cardiology; Anticoagulant; Population; Cohort study; Warfarin; Emergency medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001043314,0.0008108531,0.0007010244,0.0007154261,0.001430795,0.00179589,0.0007956173,0.001303455,0.002328737],"category_scores_gemma":[0.001895417,0.001218823,0.002085212,0.001782263,0.0005246664,0.001480434,0.001077022,0.002187005,0.0005761239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006462938,"about_ca_system_score_gemma":0.0009513861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01953787,"about_ca_topic_score_gemma":0.02670405,"domain_scores_codex":[0.9992054,0.000160569,0.00009076548,0.0002598619,0.00009326087,0.0001901863],"domain_scores_gemma":[0.9986772,0.0001343021,0.0003877723,0.0002712581,0.0001945965,0.0003348199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005088184,0.0002447871,0.997103,0.00001447392,0.000555557,0.0001546418,0.000269208,0.00002936287,0.0002562845,0.00003821719,0.0002133563,0.0006122044],"study_design_scores_gemma":[0.00008065076,0.0002765564,0.9975657,0.00001290424,0.0004084047,0.0002837196,0.0008323324,0.0002082514,0.000040607,0.00004360656,0.0002301561,0.00001714869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988386,0.0001598837,0.00009245845,0.00004962224,0.00001759353,0.0000181497,0.0004504679,0.000003796928,0.000369386],"genre_scores_gemma":[0.9987362,0.000138582,0.0001415603,0.00008795702,0.00002653888,0.00002710343,0.0004615469,0.000005310896,0.0003751523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01953787,"threshold_uncertainty_score":0.03884828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03740147966090294,"score_gpt":0.3436738446881156,"score_spread":0.3062723650272127,"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."}}