{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003046667,0.00007773485,0.000298324,0.00008133006,0.0000203978,0.000005770923,0.00003198494,0.0001513148,0.0002757304],"category_scores_gemma":[0.00003308219,0.00005984302,0.00001093084,0.0001310083,0.00009619576,0.00004894443,0.00001869276,0.0001896226,0.000002193062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138318,"about_ca_system_score_gemma":0.0002532354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005807987,"about_ca_topic_score_gemma":0.01166566,"domain_scores_codex":[0.9992422,0.00006199031,0.0001767824,0.0001567417,0.00014448,0.0002177752],"domain_scores_gemma":[0.9994735,0.00005127679,0.00020094,0.00009599761,0.0001028232,0.00007547736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001602517,0.00009960225,0.9802364,0.00002658505,0.0001009682,0.00003059387,0.001415052,0.000002271843,0.003966154,0.0000151242,0.0007428408,0.01176187],"study_design_scores_gemma":[0.004070288,0.001716132,0.982462,0.00003884565,0.00004614252,0.00001499129,0.0002639072,0.00007736305,0.0002709405,0.00006821543,0.01090826,0.00006289387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963911,0.00004919989,0.00001640985,0.001404039,0.0001128323,0.0002163399,0.00005324209,0.00001049355,0.00174641],"genre_scores_gemma":[0.9987009,0.0002310068,0.00005958771,0.0002453857,0.0002534667,0.00004921035,0.000004507563,0.0000103324,0.0004455711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01169898,"threshold_uncertainty_score":0.8779978,"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."}}