{"id":"W2809263049","doi":"10.1001/jamaoncol.2018.1771","title":"Association of Body Mass Index and Age With Subsequent Breast Cancer Risk in Premenopausal Women","year":2018,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":369,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Institutes of Health; Hellenic Health Foundation; Division of Cancer Epidemiology and Genetics, National Cancer Institute; Umeå Universitet; Medical Research Council; Samfundet Folkhälsan; Graduate School of Public Health, University of Pittsburgh; Karolinska Institutet; National Cancer Institute; University of Toronto; National University of Singapore; University of Oxford; Norges Teknisk-Naturvitenskapelige Universitet; Deutsches Krebsforschungszentrum; University of Pittsburgh; Duke-NUS Medical School; Imperial College London; Universitetet i Oslo; Helsingin Yliopisto; Universiteit Utrecht; World Health Organization; Aarhus Universitet; University of Southern California","keywords":"Medicine; Body mass index; Breast cancer; Oncology; Gynecology; Cancer; Association (psychology); Internal medicine; Obstetrics; Gerontology","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":[0.001228719,0.0002704936,0.0003602725,0.0006570056,0.0002807761,0.0004423877,0.0003700943,0.000323749,0.001092765],"category_scores_gemma":[0.003307912,0.0002579533,0.0006134234,0.0008228837,0.0001643109,0.0002558935,0.0003355395,0.0002616644,0.0001296703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001431439,"about_ca_system_score_gemma":0.0002293919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004192468,"about_ca_topic_score_gemma":0.005087779,"domain_scores_codex":[0.9995514,0.000123307,0.00004815124,0.0001557155,0.00007448534,0.00004693437],"domain_scores_gemma":[0.998504,0.0002939819,0.0007334974,0.0002182602,0.0001228692,0.0001273771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001420653,0.000007076741,0.998841,0.000006986055,0.0001704218,0.00001443544,0.00001965705,0.00002381341,0.0001224912,0.000006519549,0.00002794337,0.0006176207],"study_design_scores_gemma":[0.000004845578,0.00005086646,0.999529,0.000003390206,0.00008952894,0.00005159575,0.00002338981,0.0001158943,0.00003927335,0.00001297668,0.00007782839,0.000001441771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975466,0.001290274,0.0002195426,0.00003813452,0.000009224128,0.000009480626,0.0005491722,0.000008903006,0.0003286747],"genre_scores_gemma":[0.9991581,0.0002104531,0.0001357073,0.00001464508,0.00001341102,0.00000856124,0.0003299667,0.000002375911,0.0001265883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004192468,"threshold_uncertainty_score":0.008336127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009468008879487547,"score_gpt":0.2933573706393742,"score_spread":0.2838893617598867,"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."}}