{"id":"W4283157136","doi":"10.1093/jnci/djac117","title":"Distinct Reproductive Risk Profiles for Intrinsic-Like Breast Cancer Subtypes: Pooled Analysis of Population-Based Studies","year":2022,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia; Queen's University","funders":"National Center for Chronic Disease Prevention and Health Promotion; National Cancer Institute; Cancer Council Western Australia; National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research; Vetenskapsrådet; Agency for Science, Technology and Research; Swedish Cancer Foundation; National Breast Cancer Foundation; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; Wellcome Trust; Cancer Research UK; Deutsche Forschungsgemeinschaft; Government of Canada; Canadian Cancer Society; Fondation du cancer du sein du Québec; Genome Canada; Deutsches Krebsforschungszentrum; National Institutes of Health; University of California; California Department of Public Health; Susan G. Komen; Centre International de Recherche sur le Cancer; National Institute of Environmental Health Sciences; Hellenic Health Foundation; Centers for Disease Control and Prevention; California Breast Cancer Research Program; European Commission; Breast Cancer Research Foundation; U.S. Department of Health and Human Services","keywords":"Breast cancer; Odds ratio; Medicine; Confidence interval; Oncology; Cancer; Estrogen receptor; Population; Gynecology; Obstetrics; Internal medicine; Case-control study; Logistic regression; Demography","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":[0.0006894722,0.0001375252,0.0005509213,0.0004261056,0.0003339643,0.000009275209,0.0001948275,0.00002963053,0.0001717116],"category_scores_gemma":[0.000553013,0.0000912478,0.0005148576,0.001146195,0.0001153961,0.0001368703,0.00005927425,0.00029744,1.170443e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638357,"about_ca_system_score_gemma":0.001271157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002755472,"about_ca_topic_score_gemma":0.001905825,"domain_scores_codex":[0.9979453,0.00007382929,0.0006193242,0.0002138608,0.001016658,0.0001310139],"domain_scores_gemma":[0.9963642,0.0001538768,0.001316346,0.0001640082,0.001946807,0.00005471802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002799364,0.0002029192,0.8223042,0.0001010665,0.00816476,0.000002364944,0.0005144181,0.1549692,0.0002813682,0.0002298352,0.00573098,0.004699472],"study_design_scores_gemma":[0.001587739,0.0001250146,0.9824383,0.00009470616,0.005729012,0.00001762247,0.0001889497,0.001116221,0.0003586763,0.0003237411,0.007905819,0.0001141579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856024,0.002439667,0.00008633754,0.00493939,0.002707419,0.0004737414,0.003718079,0.000008074223,0.00002489522],"genre_scores_gemma":[0.997789,0.0001947711,0.0001866007,0.0004308119,0.00104299,0.0001282266,0.00005175416,0.00001331297,0.0001625731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1601341,"threshold_uncertainty_score":0.4284246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05183039388430252,"score_gpt":0.3723055848779249,"score_spread":0.3204751909936224,"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."}}