{"id":"W3039728826","doi":"10.1016/j.ygyno.2020.06.481","title":"Menopausal hormone therapy prior to the diagnosis of ovarian cancer is associated with improved survival","year":2020,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Medical Research and Materiel Command; National Institute of General Medical Sciences; National Cancer Institute; National Human Genome Research Institute; National Health and Medical Research Council; Medical Research Council; National Institutes of Health; Peter MacCallum Foundation; Fred C. and Katherine B. Andersen Foundation; Peter MacCallum Cancer Centre; Ovarian Cancer Research Fund; Cancer Australia; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; U.S. Department of Defense; State of Connecticut Department of Public Health; Lon V. Smith Foundation; Cancer Research UK; University College London; Danish Cancer Society Research Center; Ovarian Cancer Australia; Deutsches Krebsforschungszentrum; U.S. Army Medical Research and Development Command; University of Pittsburgh; Mayo Foundation for Medical Education and Research; Rutgers Cancer Institute of New Jersey; Minnesota Ovarian Cancer Alliance; California Breast Cancer Research Program; Kræftens Bekæmpelse; National Center for Research Resources; Oak Foundation; Roswell Park Cancer Institute","keywords":"Medicine; Debulking; Ovarian cancer; Oncology; Proportional hazards model; Internal medicine; Hormone therapy; Hazard ratio; Ovarian carcinoma; Gynecology; Serous fluid; Prognostic variable; Cancer; Breast cancer; Confidence interval","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004255883,0.0002419926,0.0008162414,0.00004887453,0.000151425,0.000009600808,0.0001848136,0.0002308351,0.001872214],"category_scores_gemma":[0.0007459758,0.000126978,0.00001874789,0.0004328329,0.0001000647,0.00003660271,0.00006678476,0.0002727292,0.00004245387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004827535,"about_ca_system_score_gemma":0.0008656549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008194054,"about_ca_topic_score_gemma":0.001013089,"domain_scores_codex":[0.9981495,0.000248454,0.00041463,0.000388001,0.0002480671,0.0005514015],"domain_scores_gemma":[0.9979398,0.0008161195,0.0003140042,0.0002775084,0.000201893,0.0004506831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03075418,0.009545201,0.3691327,0.0002453955,0.008821634,0.001340163,0.01745708,0.00005410096,0.103511,0.0003574188,0.09684668,0.3619344],"study_design_scores_gemma":[0.01984439,0.1338426,0.7665575,0.00003233018,0.0005600386,0.00001251052,0.0002775337,0.00006312988,0.002420322,0.00003119958,0.07611075,0.0002476579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8908738,0.000931759,0.00001440432,0.1040897,0.0002486121,0.002086598,0.0001107965,0.0000628854,0.001581438],"genre_scores_gemma":[0.9670763,0.001008099,0.00035446,0.03049397,0.0001360884,0.0006389468,0.00002293075,0.00002919206,0.0002400099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3974248,"threshold_uncertainty_score":0.9990402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07308547040742505,"score_gpt":0.3569179473958393,"score_spread":0.2838324769884142,"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."}}