{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01479029,0.001209819,0.00316759,0.004924786,0.000339838,0.001842751,0.0008004492,0.001017895,0.001273339],"category_scores_gemma":[0.02190955,0.0008094813,0.01058496,0.004723186,0.0005012713,0.0007092005,0.001384832,0.0005168407,0.0001466062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003271676,"about_ca_system_score_gemma":0.0005062061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002738666,"about_ca_topic_score_gemma":0.003116094,"domain_scores_codex":[0.9896884,0.005414334,0.001708396,0.00203889,0.0008398457,0.0003100733],"domain_scores_gemma":[0.9765329,0.01250533,0.005577079,0.003605633,0.001376244,0.0004029208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00237332,0.00002558723,0.833732,0.001411624,0.1537652,0.000206139,0.0001108803,0.0007257213,0.0008125317,0.00008429854,0.0003766068,0.00637609],"study_design_scores_gemma":[0.0002325286,0.0004087492,0.8856451,0.0002766491,0.1103773,0.0004856047,0.0001554082,0.001017613,0.0002802334,0.0002959818,0.0007802149,0.00004476197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8759965,0.1037178,0.01059242,0.0002467189,0.0001380919,0.0002938761,0.007467498,0.0001742266,0.001373024],"genre_scores_gemma":[0.9905675,0.004978159,0.0016085,0.00007673215,0.0000676514,0.0001955315,0.002362748,0.00002791994,0.0001153081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01479029,"threshold_uncertainty_score":0.07821947,"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."}}