{"id":"W3128209536","doi":"10.1161/circoutcomes.120.007230","title":"Bleeding Risk of Direct Oral Anticoagulants in Patients With Heart Failure And Atrial Fibrillation","year":2021,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Medicine; Atrial fibrillation; Warfarin; Rivaroxaban; Dabigatran; Apixaban; Hazard ratio; Internal medicine; Heart failure; Cardiology; Stroke (engine); Renal function; Kidney disease; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009080988,0.0001498638,0.0009152,0.0001406247,0.00007856836,0.0000323698,0.00001783975,0.00009565018,0.0000117662],"category_scores_gemma":[0.0005120859,0.0001244346,0.0004454476,0.0002907326,0.00005551237,0.0001876108,0.0000401776,0.00007949412,0.000001048545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002953772,"about_ca_system_score_gemma":0.00003239086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001054812,"about_ca_topic_score_gemma":0.00002452331,"domain_scores_codex":[0.998314,0.000298347,0.0004402809,0.0003151773,0.0004886166,0.0001435737],"domain_scores_gemma":[0.9991493,0.000209065,0.0001386612,0.0002685012,0.0001681643,0.00006636646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001124393,0.000003557815,0.9932908,0.0001527676,0.0009888031,0.000001877406,0.00008682835,0.00180936,0.00002133545,0.0001576814,0.000002651557,0.003371897],"study_design_scores_gemma":[0.004828694,0.00003054887,0.9928064,0.00005745151,0.0007547348,0.000002850143,0.0001087945,0.0002206661,0.00005639265,0.00007191151,0.0009130287,0.0001485062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974464,0.00100553,0.0004253489,0.0005246768,0.00008839248,0.0004035545,0.00001305068,0.00002732267,0.00006569722],"genre_scores_gemma":[0.99863,0.0001163213,0.0009506339,0.00003159645,0.0001599895,4.284113e-7,0.00008020303,0.00001288935,0.00001787215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004716254,"threshold_uncertainty_score":0.5074298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04868561991929678,"score_gpt":0.3114108391183162,"score_spread":0.2627252191990195,"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."}}