{"id":"W4391939527","doi":"10.1016/j.canep.2024.102545","title":"BMI and breast cancer risk around age at menopause","year":2024,"lang":"en","type":"article","venue":"Cancer Epidemiology","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Institute for Cancer Research","funders":"NHLBI Division of Intramural Research; National Institute of Environmental Health Sciences; National Cancer Institute; School of Public Health, Imperial College London; NIHR Imperial Biomedical Research Centre; Instituto de Salud Carlos III; World Cancer Research Fund; Medical Research Council; Centers for Disease Control and Prevention; Institut Gustave-Roussy; Deutsche Krebshilfe; Institut National de la Santé et de la Recherche Médicale; Cancerfonden; Mutuelle Générale de l'Education Nationale; Associazione Italiana per la Ricerca sul Cancro; Imperial College London; Bundesministerium für Bildung und Forschung; Deutsches Krebsforschungszentrum; Ligue Contre le Cancer; National Institute for Health and Care Research; Vetenskapsrådet; National Institutes of Health; U.S. Department of Health and Human Services; Cancer Research UK; World Health Organization","keywords":"Medicine; Menopause; Breast cancer; Body mass index; Gynecology; Cancer; Obstetrics; Oncology; Gerontology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005197291,0.0002393704,0.0007124426,0.0001019246,0.0001056177,0.00001236573,0.00007116915,0.0002003858,0.00149417],"category_scores_gemma":[0.0001153549,0.0001782368,0.0001041,0.0001508317,0.0003212311,0.00006800092,0.00009485786,0.0004215542,0.0000717403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006299454,"about_ca_system_score_gemma":0.0001873533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01344597,"about_ca_topic_score_gemma":0.003320862,"domain_scores_codex":[0.9982581,0.0001480154,0.0003945832,0.000618155,0.00008492685,0.0004962305],"domain_scores_gemma":[0.998693,0.0005719555,0.0001015936,0.0002984691,0.00003814504,0.0002967973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003636482,0.00002300764,0.8239878,0.0003682537,0.0004519472,0.0001834548,0.0003946755,0.00006843229,0.001268318,0.0007508334,0.1077128,0.06442675],"study_design_scores_gemma":[0.000783563,0.0001344207,0.5332989,0.0003200753,0.000465693,0.0002390006,0.00004647064,0.0009796653,0.00007357109,0.001418205,0.4619914,0.0002489716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8590258,0.1206954,0.0001283591,0.01603038,0.002292117,0.000323186,0.0007111371,0.0001681496,0.000625518],"genre_scores_gemma":[0.9340333,0.05462852,0.000104781,0.00384775,0.001808972,0.0002120134,0.00003662461,0.00005458931,0.005273494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3542786,"threshold_uncertainty_score":0.9994186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05388028777066333,"score_gpt":0.390041905795459,"score_spread":0.3361616180247957,"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."}}