{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003444398,0.0001429845,0.0004359601,0.0001057813,0.0002490737,0.00002554333,0.00005453181,0.00003379656,0.000008568061],"category_scores_gemma":[0.0002689585,0.00009683639,0.0001373509,0.0001141401,0.00008506118,0.00008000062,0.00005984789,0.00007737441,0.000001021864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002514903,"about_ca_system_score_gemma":0.00005222272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001040551,"about_ca_topic_score_gemma":0.00003158519,"domain_scores_codex":[0.998849,0.00007852465,0.0004243903,0.0002321164,0.0002053642,0.0002106004],"domain_scores_gemma":[0.9983333,0.0009343111,0.0003564667,0.0002251916,0.00009510443,0.00005559711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004951564,0.001222933,0.2956191,0.0006150458,0.0008156698,0.000003690002,0.0004474374,0.00007938275,0.0007173902,0.001220949,0.001401127,0.6973621],"study_design_scores_gemma":[0.002385497,0.0007528325,0.8262616,0.0006193972,0.001649462,0.000004620967,0.001288202,0.0001862128,0.07644425,0.002074346,0.08807208,0.0002614726],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915532,0.005761465,0.000241329,0.0007122851,0.0004949336,0.0009384126,0.0001067001,0.00002174099,0.0001698812],"genre_scores_gemma":[0.9834148,0.01562871,0.0006079923,0.0001081844,0.00004415051,0.0001291081,0.00002109508,0.00001016533,0.00003584055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6971007,"threshold_uncertainty_score":0.3948874,"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."}}