{"id":"W3122402546","doi":"10.1111/jth.15251","title":"Novel bleeding risk score for patients with atrial fibrillation on oral anticoagulants, including direct oral anticoagulants","year":2021,"lang":"en","type":"article","venue":"Journal of Thrombosis and Haemostasis","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Daiichi Sankyo Europe; Schweizerische Herzstiftung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Universität Basel; Claret Medical; Boston Scientific Corporation; Hamilton Health Sciences; AstraZeneca; Bristol-Myers Squibb; McMaster University; Amgen; Pfizer; National Science Foundation","keywords":"Medicine; Atrial fibrillation; Major bleeding; Internal medicine; Confidence interval; Prospective cohort study; Brier score; Stroke (engine); Cohort; Framingham Risk Score; Rivaroxaban; Vitamin K antagonist; Warfarin","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":[0.0004443757,0.0005876161,0.0009627641,0.001247622,0.0003501828,0.000799419,0.0004022948,0.0005729164,0.003369489],"category_scores_gemma":[0.002104658,0.000156052,0.001612412,0.0008961572,0.0001439869,0.0004770953,0.0006951278,0.001233075,0.0003514736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005238478,"about_ca_system_score_gemma":0.0006590164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002092645,"about_ca_topic_score_gemma":0.00314546,"domain_scores_codex":[0.9994802,0.00009052985,0.0001136276,0.0001027747,0.0001478373,0.00006505688],"domain_scores_gemma":[0.9986808,0.0002117021,0.0006949149,0.00003185133,0.0001533083,0.0002274653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001828182,0.000150456,0.9834257,0.0001708933,0.0009341842,0.000169654,0.00003134243,0.0003510666,0.0004740708,0.0002793345,0.002234074,0.009950962],"study_design_scores_gemma":[0.0003276322,0.0004187732,0.9905416,0.0000833268,0.0006833344,0.001359639,0.0000909938,0.003367465,0.0001658131,0.0006358335,0.002289968,0.00003545826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782322,0.004375363,0.0009277702,0.0009757197,0.0002671438,0.00008674031,0.006229646,0.00006149741,0.008843914],"genre_scores_gemma":[0.9874908,0.001255095,0.00233097,0.0003253594,0.0003852564,0.0001492676,0.006062104,0.00001055495,0.001990555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003369489,"threshold_uncertainty_score":0.01127201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1659824990486911,"score_gpt":0.3744086925574373,"score_spread":0.2084261935087462,"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."}}