{"id":"W4317780970","doi":"10.1093/jnci/djad011","title":"Lifetime ovulatory years and risk of epithelial ovarian cancer: a multinational pooled analysis","year":2023,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Women's College Hospital; University of Toronto; University of Calgary; Foothills Medical Centre; Canada's Michael Smith Genome Sciences Centre","funders":"Medical Research and Materiel Command; National Cancer Institute; Cancer Council Victoria; Medical Research Council; Canadian Institutes of Health Research; National Institutes of Health; Peter MacCallum Foundation; Ministry of Health, Labour and Welfare; Rutgers Cancer Institute of New Jersey; Radboud Universiteit; 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; Fred C. and Katherine B. Andersen Foundation; University College London; Ovarian Cancer Australia; Deutsches Krebsforschungszentrum; University of Pittsburgh; Friedrich-Alexander-Universität Erlangen-Nürnberg; Mayo Foundation for Medical Education and Research; Minnesota Ovarian Cancer Alliance; Health Canada; California Breast Cancer Research Program; National Health and Medical Research Council; AstraZeneca; Pfizer; National Science Foundation; Oak Foundation","keywords":"Medicine; Serous fluid; Ovulation; Confidence interval; Odds ratio; Ovarian cancer; Gynecology; Oncology; Obstetrics; Demography; Internal medicine; Cancer; Hormone","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01757094,0.001561082,0.005136111,0.00366008,0.0004302221,0.001522375,0.001252763,0.001158814,0.00245058],"category_scores_gemma":[0.01680366,0.00122664,0.02115582,0.004943668,0.0003788573,0.0008315737,0.001687962,0.0007872562,0.0002042097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008676147,"about_ca_system_score_gemma":0.001178775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01277101,"about_ca_topic_score_gemma":0.01405297,"domain_scores_codex":[0.9901705,0.006272795,0.001258863,0.0013718,0.0005995235,0.0003264343],"domain_scores_gemma":[0.9897741,0.005064364,0.00265058,0.001622407,0.000669222,0.0002192787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.0124462,0.00008697322,0.2754001,0.00718189,0.6893147,0.0002443834,0.0001092577,0.002435165,0.0007625234,0.0001051931,0.001805173,0.01010846],"study_design_scores_gemma":[0.002451138,0.0007862796,0.2877717,0.000958804,0.7024063,0.0002378572,0.0001296274,0.002791588,0.0002895817,0.0002399698,0.001874433,0.00006259723],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6997961,0.2636198,0.01326603,0.0007131944,0.0005229105,0.000720556,0.0192626,0.0003651118,0.001733701],"genre_scores_gemma":[0.9729363,0.01622326,0.004005493,0.0003697992,0.0001410315,0.0008037401,0.004717311,0.00008638276,0.0007166189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01757094,"threshold_uncertainty_score":0.09292513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02633153458771026,"score_gpt":0.3258877327330272,"score_spread":0.2995561981453169,"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."}}