{"id":"W4402326592","doi":"10.1093/jnci/djae210","title":"Understanding risk factors for endometrial cancer in young women","year":2024,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"National Institute of Environmental Health Sciences; National Cancer Institute; European Regional Development Fund; Instituto de Salud Carlos III; Cancer Council Tasmania; National Health and Medical Research Council; Associazione Italiana per la Ricerca sul Cancro; U.S. Public Health Service; California Breast Cancer Research Program; Centers for Disease Control and Prevention; Vetenskapsrådet; Ministerio de Economía y Competitividad; Medical Research Council Canada; Medical Research Council; Alberta Heritage Foundation for Medical Research; Generalitat de Catalunya; National Institutes of Health; U.S. Department of Health and Human Services; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Canada Research Chairs; Canadian Breast Cancer Research Alliance; Nova Scotia Department of Health and Wellness; York University; Centres de Recerca de Catalunya; Fondation pour la Recherche Médicale; Canadian Cancer Society; Memorial Sloan-Kettering Cancer Center; Canadian Institutes of Health Research; National Science Foundation","keywords":"Medicine; Endometrial cancer; Body mass index; Menarche; Odds ratio; Gynecology; Population; Risk factor; Confidence interval; Epidemiology; Menopause; Demography; Cancer; Obstetrics; Internal medicine; Environmental health","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":[0.0006942694,0.000221379,0.0002731653,0.0009271827,0.0002403065,0.0004443537,0.0002603477,0.0004137478,0.001393192],"category_scores_gemma":[0.003421459,0.0002151742,0.0004229608,0.0006345726,0.0001939606,0.0005100513,0.0003920509,0.0004454413,0.0002204905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002791657,"about_ca_system_score_gemma":0.0007372979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01261544,"about_ca_topic_score_gemma":0.01243771,"domain_scores_codex":[0.9997818,0.00006303011,0.0000272028,0.00003501613,0.00005298722,0.00003991637],"domain_scores_gemma":[0.9991027,0.0002862298,0.0003807391,0.00002968117,0.0001087797,0.00009191506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002132392,0.00002970282,0.9797657,0.0001439566,0.00005039026,0.0001067082,0.0002580979,0.0001005799,0.0001840713,0.0001144992,0.0007646546,0.01846023],"study_design_scores_gemma":[0.000006478172,0.00008588763,0.9939387,0.0003204305,0.00009088713,0.0007806354,0.0004872345,0.0002943075,0.00009104615,0.0005224069,0.003374681,0.000007331495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391235,0.04506793,0.002250318,0.005015134,0.0001173449,0.00009869129,0.00291626,0.0000461556,0.00536465],"genre_scores_gemma":[0.98127,0.01482557,0.001963474,0.0005008297,0.0001060041,0.00004107448,0.0007998559,0.000003998713,0.0004891921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01261544,"threshold_uncertainty_score":0.02508402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1803857582357552,"score_gpt":0.3924271236771367,"score_spread":0.2120413654413815,"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."}}