{"id":"W2768376481","doi":"10.1158/1055-9965.epi-17-0655","title":"Polycystic Ovary Syndrome, Oligomenorrhea, and Risk of Ovarian Cancer Histotypes: Evidence from the Ovarian Cancer Association Consortium","year":2017,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Women's College Hospital","funders":"National Health and Medical Research Council; National Cancer Institute; National Institutes of Health; U.S. Department of Defense; Lon V. Smith Foundation; Kræftens Bekæmpelse; Ovarian Cancer Research Fund; California Breast Cancer Research Program","keywords":"Ovarian cancer; Medicine; Polycystic ovary; Ovary; Oncology; Cancer; Gynecology; Internal medicine; Insulin resistance; Obesity","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":[0.009996765,0.0007725363,0.001942977,0.003069412,0.0004618926,0.0021118,0.001227046,0.001254368,0.00277968],"category_scores_gemma":[0.02619328,0.0005811282,0.006857507,0.004916915,0.0007837263,0.0005134544,0.001372908,0.001226705,0.000178653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004612902,"about_ca_system_score_gemma":0.001332738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008445563,"about_ca_topic_score_gemma":0.008754152,"domain_scores_codex":[0.9936969,0.003073115,0.001054115,0.0009176438,0.001056619,0.0002015706],"domain_scores_gemma":[0.9641308,0.02045912,0.009263169,0.001884516,0.003437707,0.0008247146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00380574,0.00007227172,0.7953318,0.01346978,0.1594611,0.0003004064,0.000134476,0.0003775853,0.0003295037,0.0003345691,0.001957229,0.02442562],"study_design_scores_gemma":[0.001520402,0.0003934488,0.7748225,0.006637891,0.2082342,0.000857873,0.0002467062,0.0005294727,0.0002530905,0.0008502697,0.005589761,0.00006441274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2342125,0.7530938,0.001287652,0.003096707,0.0004345249,0.000147778,0.004352161,0.00004016748,0.003334679],"genre_scores_gemma":[0.8908576,0.1039423,0.0009521641,0.001039398,0.0004196482,0.0001189481,0.002385214,0.00001857805,0.0002661593],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009996765,"threshold_uncertainty_score":0.0528686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05617427452997019,"score_gpt":0.3603510228837166,"score_spread":0.3041767483537464,"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."}}