{"id":"W4410286880","doi":"10.1182/bloodadvances.2024015515","title":"The CLUE postsurgery VTE risk instrument for abdominal and pelvic surgery: validation of patient risk factor component","year":2025,"lang":"en","type":"article","venue":"Blood Advances","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; St. Joseph’s Healthcare Hamilton; Programs for Assessment of Technology in Health Research Institute; Ottawa Hospital; University of Ottawa; Population Health Research Institute; McMaster University","funders":"Instituto de Salud Carlos III; National Health and Medical Research Council; Medical Research Council; Australian and New Zealand College of Anaesthetists; Ministério da Saúde; American Heart Association; Inyuvesi Yakwazulu-Natali; Canada Research Chairs; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Suomen Kulttuurirahasto; Chinese University of Hong Kong; National Institute for Health and Care Research; Academic Medical Organization of Southwestern Ontario; Government of Canada; McMaster University; Department of Surgery, University of Manitoba; Canadian Institutes of Health Research; Jane ja Aatos Erkon Säätiö; Stryker; Universidad Industrial de Santander; Universiti Malaya; Manitoba Medical Service Foundation; Heart and Stroke Foundation of Canada; Manitoba Health Research Council; Hamilton Health Sciences; American Society of Nephrology; Suomen Lääketieteen Säätiö","keywords":"Medicine; Poisson regression; Relative risk; Risk assessment; Risk factor; Confidence interval; Venous thromboembolism; Surgery; Abdominal surgery; Internal medicine; Thrombosis; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01178453,0.0006065039,0.0009298698,0.002367209,0.0003039626,0.001031421,0.0009388555,0.0007166478,0.001467552],"category_scores_gemma":[0.0471,0.000284104,0.002527483,0.002297077,0.0003467883,0.0007465691,0.001219761,0.0009583671,0.0003027938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006568177,"about_ca_system_score_gemma":0.001583321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00285734,"about_ca_topic_score_gemma":0.003470041,"domain_scores_codex":[0.9909998,0.003918392,0.001974908,0.0007470612,0.002111598,0.0002483565],"domain_scores_gemma":[0.9655489,0.01607325,0.01155537,0.002145327,0.004126898,0.000550261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001391595,0.000160239,0.9782223,0.0003984068,0.001123228,0.00001728205,0.00008406568,0.0004786087,0.0001209828,0.0001876783,0.0009042538,0.01691143],"study_design_scores_gemma":[0.0005755159,0.001096964,0.9902235,0.000252395,0.0009720889,0.000136779,0.00009386732,0.003523174,0.0003650954,0.0002217505,0.002503336,0.00003562435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691536,0.003759372,0.007369332,0.000457043,0.00009803792,0.001656232,0.01489049,0.00008875676,0.002527001],"genre_scores_gemma":[0.9757027,0.0006499496,0.009445126,0.0002177295,0.00006206764,0.001271781,0.01226436,0.0000181121,0.0003681504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01178453,"threshold_uncertainty_score":0.06232327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008752206680076837,"score_gpt":0.2541242747819467,"score_spread":0.2453720681018698,"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."}}