{"id":"W3200178856","doi":"10.1016/j.euf.2021.08.010","title":"ARTS: A Large, International Trial of Thromboprophylaxis in Intra-abdominal, Gynecologic, and Urologic Surgery","year":2021,"lang":"en","type":"article","venue":"European Urology Focus","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute; McMaster University; Thrombosis and Atherosclerosis Research Institute; Impact; Hamilton General Hospital","funders":"Sigrid Juséliuksen Säätiö; Academy of Finland; Helsingin ja Uudenmaan Sairaanhoitopiiri","keywords":"Medicine; Apixaban; Deep vein; Pulmonary embolism; Thrombosis; Abdominal surgery; Anticoagulant; Surgery; General surgery; Warfarin; Rivaroxaban; Internal medicine; 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":[0.001598339,0.0006701745,0.001045133,0.0003110067,0.0003938982,0.001193092,0.0003938364,0.0008383261,0.01178318],"category_scores_gemma":[0.00307915,0.0001969034,0.001471056,0.0003807521,0.0007833335,0.001158575,0.0005983879,0.002718094,0.001137081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003561664,"about_ca_system_score_gemma":0.0006802438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003693994,"about_ca_topic_score_gemma":0.0009820977,"domain_scores_codex":[0.9990817,0.0005625886,0.00007245109,0.0001201223,0.00007321401,0.00008991172],"domain_scores_gemma":[0.9985694,0.0005486152,0.0003302985,0.0001286706,0.00005703453,0.0003659856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9297258,0.005277914,0.006470948,0.001079743,0.004133428,0.00009629081,0.00008066326,0.0007898768,0.002721043,0.00091355,0.004882476,0.04382822],"study_design_scores_gemma":[0.883685,0.07844893,0.02180926,0.000244602,0.004890097,0.0001560083,0.0001859336,0.001035576,0.001034283,0.001235309,0.007228174,0.00004679932],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647658,0.01171891,0.0009059609,0.00553105,0.001273887,0.0009598919,0.002346284,0.0001407726,0.01235749],"genre_scores_gemma":[0.9838976,0.003736965,0.0009122711,0.002562932,0.001586008,0.0006777823,0.002033907,0.00002297505,0.004569548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01178318,"threshold_uncertainty_score":0.0394187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085146062086024,"score_gpt":0.2660724322578539,"score_spread":0.2452209716369937,"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."}}