{"id":"W4386152598","doi":"10.1161/circulationaha.123.064556","title":"Development and Validation of the DOAC Score: A Novel Bleeding Risk Prediction Tool for Patients With Atrial Fibrillation on Direct-Acting Oral Anticoagulants","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Notre-Dame; Université de Montréal","funders":"Daiichi Sankyo Europe; National Heart, Lung, and Blood Institute; Pfizer; Bristol-Myers Squibb","keywords":"Medicine; Dabigatran; Atrial fibrillation; Rivaroxaban; Apixaban; Edoxaban; Vitamin K antagonist; Warfarin; Framingham Risk Score; Internal medicine; Cohort","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003510898,0.00009714378,0.0001737554,0.000139988,0.0002051421,0.00002424329,0.00002054557,0.00005416659,0.000002614421],"category_scores_gemma":[0.0003687848,0.00006995798,0.00006690631,0.0003451358,0.00001677645,0.0001565978,0.00002018246,0.00003785392,0.000001881161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006569855,"about_ca_system_score_gemma":0.00003014648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004115403,"about_ca_topic_score_gemma":0.00000108906,"domain_scores_codex":[0.999052,0.0000233291,0.0003034163,0.0001864521,0.0003238486,0.0001109395],"domain_scores_gemma":[0.9992986,0.0001498418,0.0003024969,0.000106228,0.0001206346,0.00002215209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003543906,0.000003373804,0.9714729,0.00006597728,0.00008013983,3.450992e-8,0.0002677897,0.009576722,0.0005847614,0.0000739835,0.00001138099,0.01750857],"study_design_scores_gemma":[0.002602345,0.00006311793,0.977502,0.0001296588,0.000179411,1.995147e-7,0.00003524266,0.01752503,0.001168657,0.00002226012,0.0006969538,0.00007513282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954232,0.000003732818,0.002757192,0.00009284697,0.000305665,0.001247604,0.00001705171,0.00007196061,0.00008075432],"genre_scores_gemma":[0.9983581,0.000004995503,0.000966295,0.000007258694,0.0003446195,0.0000025679,0.0002735551,0.00001540753,0.00002714391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01743344,"threshold_uncertainty_score":0.2852804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.077242636380811,"score_gpt":0.3030443235538406,"score_spread":0.2258016871730296,"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."}}