{"id":"W2588238299","doi":"10.1016/j.urolonc.2017.01.015","title":"Current guidelines do not sufficiently discriminate venous thromboembolism risk in urology","year":2017,"lang":"en","type":"article","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Venous thromboembolism; Cystectomy; Logistic regression; Risk factor; Nephrectomy; Risk assessment; Surgery; Bladder cancer; Internal medicine; Cancer; Thrombosis","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":[0.01881373,0.0004945024,0.001441953,0.004651097,0.001228843,0.003749447,0.002272025,0.002363819,0.002606126],"category_scores_gemma":[0.0898158,0.0005140812,0.001094631,0.00507929,0.001181665,0.00254269,0.001483314,0.002856572,0.001602991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001625213,"about_ca_system_score_gemma":0.004214617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006227197,"about_ca_topic_score_gemma":0.01861564,"domain_scores_codex":[0.9739014,0.00986251,0.007538899,0.001189174,0.006306572,0.001201462],"domain_scores_gemma":[0.9162407,0.04847204,0.01076435,0.002179897,0.0192102,0.003132785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001960467,0.0004594963,0.4946151,0.003280616,0.0007280645,0.0005065887,0.001083793,0.001330626,0.0005184505,0.00567393,0.1181725,0.3734347],"study_design_scores_gemma":[0.000267559,0.0007641242,0.6207422,0.02381782,0.002350397,0.005656224,0.005541863,0.009131473,0.002660653,0.02348133,0.3053274,0.0002589456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.3168299,0.179126,0.04193061,0.2673534,0.01491975,0.001045683,0.007881967,0.001372621,0.16954],"genre_scores_gemma":[0.8436957,0.03231416,0.05415683,0.05361583,0.005619755,0.0005976137,0.00525974,0.0003608486,0.004379494],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01881373,"threshold_uncertainty_score":0.09949768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06788541423691669,"score_gpt":0.3771913702645325,"score_spread":0.3093059560276158,"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."}}