{"id":"W7117473351","doi":"10.1016/j.cjca.2025.12.042","title":"Reduced-dose Direct Oral Anticoagulants for Extended Venous Thromboembolism Treatment: What a Bayesian Meta-analysis means at the Bedside","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; Population Health Research Institute","funders":"","keywords":"Venous thromboembolism; Bayesian probability; Edoxaban; MEDLINE; Rivaroxaban","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.05124283,0.002674444,0.01602997,0.002172608,0.0005300233,0.006155914,0.002824236,0.003994793,0.0040728],"category_scores_gemma":[0.1322698,0.001808338,0.02800975,0.002107524,0.0008599189,0.005750451,0.001611663,0.007460096,0.0004688328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001648682,"about_ca_system_score_gemma":0.002355407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0059031,"about_ca_topic_score_gemma":0.01379702,"domain_scores_codex":[0.9461007,0.04245985,0.00532462,0.002532628,0.002992431,0.0005899013],"domain_scores_gemma":[0.8533942,0.1303985,0.006723961,0.004910494,0.003463867,0.001108913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01220433,0.0001313729,0.007399085,0.05289545,0.8066709,0.0001468419,0.0001871804,0.00337922,0.0005274764,0.003491804,0.007507616,0.1054586],"study_design_scores_gemma":[0.008053669,0.001094722,0.007022465,0.03147469,0.9113823,0.0001894451,0.0001487496,0.007701291,0.00033146,0.02025669,0.01213284,0.0002116508],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009652826,0.9510119,0.01960791,0.013475,0.003907932,0.0002092169,0.0004893123,0.0001575799,0.001488379],"genre_scores_gemma":[0.5054534,0.3919755,0.06112196,0.02684352,0.01028537,0.0009298717,0.001095887,0.0003213972,0.001973081],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05124283,"threshold_uncertainty_score":0.2710012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05579452036562298,"score_gpt":0.3224603105208969,"score_spread":0.2666657901552739,"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."}}