{"id":"W4387337817","doi":"10.1016/j.cjca.2023.06.304","title":"EVALUATION OF REAL-WORLD MANAGEMENT STRATEGIES ADOPTED IN PATIENTS WITH ATRIAL FIBRILLATION ON ANTICOAGULANTS FOLLOWING AN EPISODE OF CLINICALLY SIGNIFICANT BLEEDING","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Discontinuation; Left atrial appendage occlusion; Bleed; Stroke (engine); Intensive care medicine; Internal medicine; Warfarin; Cardiology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003583603,0.0002280396,0.0005538738,0.001119542,0.0006622056,0.001757012,0.0006495214,0.0007519937,0.001095237],"category_scores_gemma":[0.03146152,0.0001409358,0.0007299283,0.001133918,0.0003951482,0.001397973,0.000724873,0.0008019372,0.0001731047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927258,"about_ca_system_score_gemma":0.002561021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00923573,"about_ca_topic_score_gemma":0.01683927,"domain_scores_codex":[0.9964138,0.001741946,0.000738913,0.0003631767,0.0004778623,0.0002643469],"domain_scores_gemma":[0.9869191,0.004453958,0.005180783,0.0002933115,0.001818241,0.001334546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001500759,0.0008507963,0.9672403,0.0002251113,0.0004434852,0.0002098738,0.001773798,0.0006810273,0.0001098432,0.0002810179,0.001051029,0.02563287],"study_design_scores_gemma":[0.0001561642,0.00326278,0.9809448,0.0002802257,0.0002908276,0.000446929,0.007733495,0.003782764,0.0002037785,0.000364658,0.002458022,0.00007564062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960369,0.0004998293,0.000265133,0.0006415427,0.00002630891,0.0001445013,0.0007606764,0.0000114407,0.0016136],"genre_scores_gemma":[0.9979343,0.000255243,0.0008637446,0.0001543131,0.00002233822,0.0000982398,0.0005702297,0.000003246868,0.00009825956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00923573,"threshold_uncertainty_score":0.01895207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0967774288967943,"score_gpt":0.3677576863187796,"score_spread":0.2709802574219853,"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."}}