{"id":"W4393975939","doi":"10.1016/s0735-1097(24)04312-2","title":"DIRECT ORAL ANTICOAGULANT DOSING IN EAST ASIAN IMMIGRANTS TO ONTARIO CANADA: A POPULATION-BASED COHORT STUDY","year":2024,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Antiplatelet Therapy and Cardiovascular Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University Health Network","funders":"","keywords":"Medicine; Dosing; Immigration; Cohort; Demography; Oral anticoagulant; Cohort study; Internal medicine; Warfarin; Atrial fibrillation; Geography","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":[0.0005367709,0.0006856204,0.0007031752,0.001023841,0.00384535,0.002144129,0.00155885,0.0011409,0.002587738],"category_scores_gemma":[0.001435443,0.0009208319,0.001068942,0.003880869,0.0009398324,0.0008148584,0.001030255,0.001297534,0.0004510255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01201797,"about_ca_system_score_gemma":0.01321654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9597451,"about_ca_topic_score_gemma":0.9757238,"domain_scores_codex":[0.9991494,0.00005899047,0.00006230005,0.0002154185,0.0001854804,0.0003283607],"domain_scores_gemma":[0.9983457,0.0000767824,0.0003840486,0.0001430547,0.0006088173,0.0004414826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001267466,0.0000679329,0.9969336,0.00001506017,0.0001177142,0.0001512572,0.0009063329,0.00002117666,0.0002158809,0.00004430181,0.0005068111,0.0008930775],"study_design_scores_gemma":[0.0000180481,0.00003637818,0.9971745,0.00001923555,0.00007893964,0.00009040235,0.001954706,0.0001172232,0.00002360674,0.00001994835,0.0004523523,0.00001471205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996785,0.0003313673,0.00007407787,0.0001642552,0.00001701302,0.00003929664,0.001416073,0.00000621453,0.001166614],"genre_scores_gemma":[0.9972792,0.0002996539,0.0001306975,0.0001644611,0.00001130231,0.0000289706,0.000752259,0.000006544405,0.001326871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04025489,"threshold_uncertainty_score":0.08719683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01020815287549925,"score_gpt":0.2541500216961576,"score_spread":0.2439418688206584,"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."}}