{"id":"W4285493873","doi":"10.1186/s13058-022-01545-9","title":"The association of age at menarche and adult height with mammographic density in the International Consortium of Mammographic Density","year":2022,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Princess Margaret Cancer Centre","funders":"National Cancer Institute; National Medical Research Council; Centre International de Recherche sur le Cancer; Faculty of Medicine, Dentistry and Health Sciences, University of Western Australia; Cancer Council Victoria; Medical Research Council; National Institutes of Health; Engineering and Physical Sciences Research Council; Israel Cancer Association; Universiti Malaya; ZonMw; Cancer Research UK; World Health Organization; European Commission; National Health and Medical Research Council; Isfahan University of Medical Sciences; Breast Cancer Campaign; Ellison Medical Foundation; American Institute for Cancer Research; Cancer Council Western Australia; Susan G. Komen for the Cure; World Cancer Research Fund; Instituto Nacional De Salud Pública; National Breast Cancer Foundation","keywords":"Menarche; Medicine; Breast cancer; Demography; MAMMOGRAPHIC DENSITY; Body mass index; Mammography; Population; Gynecology; Cancer; Internal medicine; Environmental health","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":[0.01039463,0.000838211,0.001679733,0.001940804,0.0003269936,0.001903065,0.00111323,0.001163868,0.001370823],"category_scores_gemma":[0.02709872,0.0006263467,0.006422069,0.004055309,0.0006570873,0.0005651788,0.001163487,0.001172128,0.0001043223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006913741,"about_ca_system_score_gemma":0.001057864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01263871,"about_ca_topic_score_gemma":0.01100347,"domain_scores_codex":[0.9939262,0.003920135,0.0005698856,0.000856424,0.0004749146,0.0002523867],"domain_scores_gemma":[0.9798406,0.01274557,0.003882481,0.001793214,0.001375947,0.0003622081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003388253,0.00009144689,0.863722,0.004650346,0.1051424,0.0001279662,0.0002128066,0.0007516487,0.0002774098,0.0004822289,0.001062316,0.02009113],"study_design_scores_gemma":[0.0008414147,0.0005952347,0.7933565,0.002585633,0.1952566,0.0005329658,0.0002785274,0.001557695,0.0005117135,0.001002587,0.00342575,0.00005539091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6149982,0.3726796,0.003588783,0.002098581,0.0002998601,0.0001736326,0.003013622,0.00005573334,0.00309207],"genre_scores_gemma":[0.981248,0.01578325,0.001131793,0.0003871026,0.000134598,0.0001174597,0.001017256,0.00001226772,0.0001681581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01263871,"threshold_uncertainty_score":0.05497271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02020067857593373,"score_gpt":0.3026165485700607,"score_spread":0.282415869994127,"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."}}