{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00113001,0.0002345722,0.0005221998,0.0002329024,0.0006474372,0.0001048608,0.0002659011,0.00009666596,0.0004505851],"category_scores_gemma":[0.0001544926,0.0001782456,0.00009387341,0.0002148496,0.0007590657,0.0002302924,0.0003562751,0.0007032183,0.00000987041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003140979,"about_ca_system_score_gemma":0.0007935964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2713089,"about_ca_topic_score_gemma":0.02966264,"domain_scores_codex":[0.9972423,0.0002133484,0.000328308,0.0008693956,0.0007645574,0.0005820862],"domain_scores_gemma":[0.9969882,0.0000629948,0.0002485143,0.001315696,0.001087708,0.0002968466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002371371,0.001191631,0.9254296,0.000188285,0.0004702341,0.00041762,0.002213032,0.000001188229,0.0005502577,0.000006524683,0.000909224,0.06625105],"study_design_scores_gemma":[0.005457616,0.0002735269,0.9866261,0.0003320421,0.0001681633,0.003115159,0.002877265,0.00005891079,0.000376302,0.000007601368,0.0005308356,0.0001765084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918666,0.001194558,0.000002596669,0.002070239,0.0002168884,0.001744105,0.002657335,0.00002715428,0.0002205358],"genre_scores_gemma":[0.9953336,0.002169953,0.00003875942,0.00001497496,0.0007239425,0.0003696234,0.000005225937,0.00005332477,0.00129066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2416462,"threshold_uncertainty_score":0.9880435,"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."}}