{"id":"W4400025801","doi":"10.17615/0krg-p519","title":"Distinct Reproductive Risk Profiles for Intrinsic-Like Breast Cancer Subtypes: Pooled Analysis of Population-Based Studies","year":2024,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Instituto de Salud Carlos III; Cancer Council Western Australia; Medical Research Council; Canadian Institutes of Health Research; University of California, San Francisco; Centers for Disease Control and Prevention; National Institutes of Health; Institut Gustave-Roussy; Agence Nationale de Sécurité Sanitaire de l’Alimentation, de l’Environnement et du Travail; Hellenic Health Foundation; World Cancer Research Fund; Stavros Niarchos Foundation; Deutsche Krebshilfe; Ministerio de Economía y Competitividad; California Department of Public Health; Fondation de France; Deutsches Krebsforschungszentrum; Ligue Contre le Cancer; National Breast Cancer Foundation; Bundesministerium für Bildung und Forschung; National Health and Medical Research Council; Institut National Du Cancer; Institut National de la Santé et de la Recherche Médicale; Cancer Research UK; University of Southern California; Agence Nationale de la Recherche; Government of Canada; Fondation du cancer du sein du Québec; Genome Canada; Associazione Italiana per la Ricerca sul Cancro; European Commission; Breast Cancer Research Foundation","keywords":"Breast cancer; Oncology; Population; Biology; Demography; Medicine; Cancer; Gynecology; Genetics; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004975219,0.0001398267,0.0005393741,0.0005327578,0.0002597037,0.00002825493,0.0001081245,0.00009805464,0.00003898786],"category_scores_gemma":[0.00005001549,0.0001211493,0.000242337,0.0007792949,0.0004568214,0.0001362872,0.00007606603,0.000247707,9.038404e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001795596,"about_ca_system_score_gemma":0.000177422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02044725,"about_ca_topic_score_gemma":0.000595762,"domain_scores_codex":[0.9984388,0.0001239855,0.0002323744,0.0005262211,0.0004332142,0.0002453946],"domain_scores_gemma":[0.9984674,0.0002424546,0.0001598512,0.0003186036,0.0006931833,0.0001185041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001084913,0.0001085593,0.9849436,0.001804093,0.003863517,0.00004206646,0.001577388,0.00005421426,0.002927042,0.00006386673,0.0007349328,0.002795791],"study_design_scores_gemma":[0.0005346652,0.0003089383,0.9873055,0.0005237166,0.002893633,0.000006791892,0.00349222,0.0007803544,0.003633565,0.00002686648,0.0003699943,0.0001237366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961413,0.001409457,0.00004751089,0.0006933656,0.0001614498,0.0007423724,0.0007551183,0.00003320786,0.00001625449],"genre_scores_gemma":[0.9946704,0.0003695059,0.0001728428,0.000002487175,0.0001402576,0.000008889981,0.00009100147,0.00001384386,0.004530779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01985149,"threshold_uncertainty_score":0.9860757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0778153653916442,"score_gpt":0.3815400725569985,"score_spread":0.3037247071653543,"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."}}