{"id":"W2767497132","doi":"10.1186/s13058-017-0909-3","title":"Reproductive profiles and risk of breast cancer subtypes: a multi-center case-only study","year":2017,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Public Health Ontario; University of Toronto; Mount Sinai Hospital","funders":"Instituto de Salud Carlos III; National Medical Research Council; Cancer Council Tasmania; Cancer Council NSW; Medical Research Council; U.S. Army; Medical Research and Materiel Command; Agence Nationale de Sécurité Sanitaire de l’Alimentation, de l’Environnement et du Travail; Cancer Council Victoria; Oulun Yliopisto; Deutsche Krebshilfe; Associazione Italiana per la Ricerca sul Cancro; Stockholms Läns Landsting; National Cancer Institute; Kuopion Yliopistollinen Sairaala; Karolinska Institutet; National Health and Medical Research Council; Institut National Du Cancer; Ministério da Ciência, Tecnologia e Inovação; World Health Organization; Wellcome Trust; Cancer Research UK; Herlev Hospital; National Institutes of Health; David F. and Margaret T. Grohne Family Foundation; Deutsche Gesetzliche Unfallversicherung; Fonds Wetenschappelijk Onderzoek; Singapore Eye Research Institute; Cancerfonden; Bundesministerium für Bildung und Forschung; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Education, Culture, Sports, Science and Technology; Biomedical Research Council; Francis Crick Institute; Breast Cancer Research Trust; Agence Nationale de la Recherche; Cancer Council South Australia; Ligue Contre le Cancer; Deutsches Krebsforschungszentrum; Kementerian Sains, Teknologi dan Inovasi; Fondation de France; Sundhed og Sygdom, Det Frie Forskningsråd; Robert Bosch Stiftung; Helsingin ja Uudenmaan Sairaanhoitopiiri; European Commission; Breast Cancer Research Foundation; Japan Agency for Medical Research and Development","keywords":"Menarche; Breast cancer; Medicine; Estrogen receptor; Surgical oncology; Logistic regression; Parity (physics); Oncology; Gynecology; Progesterone receptor; Pregnancy; Cancer; Internal medicine; Obstetrics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001943367,0.0005790697,0.001262193,0.001749192,0.001165939,0.001105701,0.001051739,0.0008572927,0.002711818],"category_scores_gemma":[0.004715647,0.0011197,0.001415701,0.002342623,0.0004727406,0.0006047131,0.001071344,0.0006456981,0.0004543917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007082272,"about_ca_system_score_gemma":0.0006570103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008478895,"about_ca_topic_score_gemma":0.00918926,"domain_scores_codex":[0.9976552,0.0007581175,0.000278259,0.0007687244,0.0003199338,0.0002197265],"domain_scores_gemma":[0.996221,0.000909784,0.001244729,0.0009304801,0.0003151875,0.0003788691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003451389,0.00009410258,0.996467,0.00005181363,0.0005957009,0.0006744107,0.000144412,0.0000323803,0.0003677746,0.0000221644,0.0001724744,0.001032637],"study_design_scores_gemma":[0.000146459,0.0004339142,0.992771,0.00005328016,0.0008314801,0.004292411,0.0003593075,0.0003277348,0.0001424936,0.00005182082,0.000565182,0.00002491223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974803,0.0009912858,0.0003984738,0.00003283395,0.000007911253,0.00006153912,0.0007519612,0.000007982432,0.0002676306],"genre_scores_gemma":[0.9983941,0.000245999,0.0003595508,0.00004814786,0.00001954759,0.00005865673,0.0007649639,0.000007165595,0.0001019628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008478895,"threshold_uncertainty_score":0.01685905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09433155727860826,"score_gpt":0.4444649689571993,"score_spread":0.3501334116785911,"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."}}