{"id":"W4387934188","doi":"10.1016/j.jcjd.2023.10.307","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 Diabetes","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; 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":[0.003741672,0.0002484695,0.0005607752,0.001029449,0.00064236,0.001745165,0.0006630519,0.0007352694,0.001111979],"category_scores_gemma":[0.02943941,0.0001440564,0.0007794824,0.001104703,0.0003767855,0.001366037,0.0007144473,0.0007787755,0.0001718269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001982432,"about_ca_system_score_gemma":0.002577831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009590931,"about_ca_topic_score_gemma":0.01691831,"domain_scores_codex":[0.9963129,0.001896221,0.0007146752,0.000366968,0.0004528141,0.0002563881],"domain_scores_gemma":[0.9876856,0.004327958,0.004740241,0.0002975716,0.00165002,0.001298599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002352337,0.001270478,0.9600529,0.000264866,0.0005719644,0.0002027828,0.001693969,0.0008738116,0.000124589,0.0002905771,0.001110718,0.03119109],"study_design_scores_gemma":[0.000257734,0.00513628,0.9774032,0.0003213344,0.0003919419,0.000412539,0.007868367,0.004744499,0.0002577318,0.0003960925,0.002722023,0.00008817529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963095,0.0004573792,0.0002507049,0.0005662913,0.000025223,0.0001552997,0.0007294154,0.00001146709,0.001494811],"genre_scores_gemma":[0.9978309,0.0002523945,0.00094733,0.0001574974,0.00002124075,0.0001121078,0.0005737195,0.000003145915,0.0001016141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009590931,"threshold_uncertainty_score":0.01978809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07950267487881364,"score_gpt":0.3506570471650129,"score_spread":0.2711543722861993,"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."}}