{"id":"W3094478909","doi":"10.1158/1055-9965.epi-20-0556","title":"Epidemiology of Basal-like and Luminal Breast Cancers among Black Women in the AMBER Consortium","year":2020,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill; National Institute of Environmental Health Sciences; National Cancer Institute; National Institutes of Health; Susan G. Komen for the Cure; Queen's University Belfast; Triangle Community Foundation; Queen's University","keywords":"Breast cancer; Menarche; Medicine; Breastfeeding; Estrogen receptor; Gynecology; Epidemiology; Oncology; Breast feeding; Incidence (geometry); Internal medicine; Obstetrics; Demography; Cancer; Pathology; Pediatrics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001438131,0.0002702211,0.0003386246,0.001211293,0.0006764763,0.0005791992,0.0004970926,0.0003780348,0.0009697566],"category_scores_gemma":[0.002173282,0.0002011257,0.0004150641,0.0009947593,0.0002964728,0.0002293558,0.0007948152,0.0003240612,0.00009758754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004890402,"about_ca_system_score_gemma":0.0004719185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02537486,"about_ca_topic_score_gemma":0.02158922,"domain_scores_codex":[0.9989038,0.0003910884,0.00005603261,0.0002677116,0.000206394,0.0001749379],"domain_scores_gemma":[0.9983305,0.0001560238,0.0008989061,0.0001611602,0.0002017825,0.0002515419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007409242,0.00001192754,0.9985262,0.000006262107,0.00004894525,0.0000281379,0.00007665528,0.00001757605,0.0002278208,0.00003227645,0.0001121657,0.0008378263],"study_design_scores_gemma":[0.000005367966,0.00002143158,0.9993153,0.000008738223,0.00003212344,0.0001105104,0.0001617118,0.0001173426,0.0000622656,0.00002197269,0.0001409455,0.000002500129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987833,0.000298416,0.0001013091,0.00005940846,0.000002989101,0.0000103989,0.0004570475,0.000003744917,0.000283424],"genre_scores_gemma":[0.9989663,0.0001237746,0.0001465627,0.0000350044,0.000008479567,0.00001746031,0.0005712769,0.000003443783,0.0001276506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02537486,"threshold_uncertainty_score":0.05045432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03658482839988854,"score_gpt":0.3219974453055892,"score_spread":0.2854126169057007,"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."}}