{"id":"W2095402186","doi":"10.1002/ajh.21470","title":"Prevention and treatment of bleeding complications in patients receiving vitamin K antagonists, Part 1: Prevention","year":2009,"lang":"en","type":"review","venue":"American Journal of Hematology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Vitamin k; Vitamin K antagonist; Intensive care medicine; Internal medicine; Warfarin","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":[0.0002059733,0.0001854288,0.002053859,0.0004897799,0.00002801249,0.000006868802,0.00005718517,0.00007184839,0.00001081129],"category_scores_gemma":[0.0000671696,0.0001430053,0.0003602755,0.0003031488,0.00009300106,0.0000679251,0.00001647498,0.0001003011,0.000001856588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001429437,"about_ca_system_score_gemma":0.0001115364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004853036,"about_ca_topic_score_gemma":0.000004108622,"domain_scores_codex":[0.9981456,0.0001904971,0.001226129,0.0001555047,0.0001453637,0.0001368582],"domain_scores_gemma":[0.9974005,0.0001689191,0.002138402,0.0001370815,0.00009285449,0.00006222185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004852734,0.0001102035,0.04153162,0.0007398768,0.0002197742,0.000005950016,0.00005144493,3.885552e-7,3.728125e-7,0.0002040618,0.0000473789,0.9570404],"study_design_scores_gemma":[0.004654717,0.01148801,0.09290734,0.02465869,0.004523576,0.0007421664,0.0002990374,0.000007879161,0.000006749615,0.0002658576,0.8600638,0.0003822055],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02331543,0.9741961,0.000223188,0.0004838727,0.0002148927,0.001200062,0.000004585678,0.00001095675,0.0003509505],"genre_scores_gemma":[0.01177964,0.9862002,0.00171344,0.000008742159,0.0001118402,0.000003523598,0.00004810265,0.00001559641,0.0001189538],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9566582,"threshold_uncertainty_score":0.5831587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07649233109302077,"score_gpt":0.3950657834515524,"score_spread":0.3185734523585316,"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."}}