{"id":"W4382202797","doi":"10.1016/j.jaccao.2023.04.003","title":"Anticoagulation for the Prevention of Arterial Thrombosis in Ambulatory Cancer Patients","year":2023,"lang":"en","type":"article","venue":"JACC CardioOncology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Ambulatory; Warfarin; Adverse effect; Stroke (engine); Internal medicine; Thrombosis; Randomized controlled trial; Anticoagulant; Apixaban; Myocardial infarction; Surgery; Rivaroxaban; Atrial fibrillation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006097452,0.0006733612,0.005134652,0.00475014,0.0003610269,0.001683361,0.0006691652,0.001703921,0.002507075],"category_scores_gemma":[0.02523367,0.0004901462,0.00624991,0.00464731,0.0005147127,0.001117194,0.0005242234,0.001162526,0.0001798652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147814,"about_ca_system_score_gemma":0.003131516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002909399,"about_ca_topic_score_gemma":0.006890163,"domain_scores_codex":[0.9915229,0.003794032,0.003154572,0.0003929544,0.001032242,0.0001033251],"domain_scores_gemma":[0.9786694,0.01418429,0.005577087,0.0002297116,0.0011205,0.0002189743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.002673721,0.00007043647,0.003004306,0.8434687,0.0275461,0.0001694211,0.0001454487,0.000148655,0.0005326113,0.0003147716,0.002150053,0.1197758],"study_design_scores_gemma":[0.009160704,0.003126998,0.02598414,0.6965539,0.231212,0.001609644,0.0003383002,0.0004029186,0.0008335913,0.001273136,0.0294209,0.00008381331],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001815667,0.9974883,0.00004773478,0.0001569127,0.00007266395,0.00008950135,0.00007129731,0.000002895712,0.0002549999],"genre_scores_gemma":[0.04858964,0.9491932,0.0005974529,0.0008931623,0.0001971288,0.0002595718,0.0001506697,0.000003410081,0.0001156671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006097452,"threshold_uncertainty_score":0.03224677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04822204483804982,"score_gpt":0.3561478094112175,"score_spread":0.3079257645731677,"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."}}