{"id":"W2951611776","doi":"10.1093/ije/dyz113","title":"Association between genetically predicted polycystic ovary syndrome and ovarian cancer: a Mendelian randomization study","year":2019,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Public Health Ontario; Women's College Hospital; University of Toronto","funders":"Intramural Research Program; National Cancer Institute; National Institute on Aging; Medical Research Council; Health Canada; Cancer Council Western Australia; Ovarian Cancer Research Fund; National Institutes of Health; Novo Nordisk Fonden; California Breast Cancer Research Program; Kræftens Bekæmpelse; Rutgers Cancer Institute of New Jersey; Lon V. Smith Foundation; U.S. Department of Defense","keywords":"Mendelian randomization; Polycystic ovary; Ovarian cancer; Medicine; Ovary; Biology; Genetics; Oncology; Cancer; Gynecology; Internal medicine; Gene; Genotype; Genetic variants","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001665258,0.0001292354,0.000715566,0.0002415703,0.00002310738,0.00001255635,0.0001204205,0.0001219774,0.0003687622],"category_scores_gemma":[0.00136508,0.00009929755,0.0001161644,0.00008496289,0.00002536457,0.00009040624,0.0000401018,0.0002189914,0.000009554468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004745669,"about_ca_system_score_gemma":0.0001755898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001684714,"about_ca_topic_score_gemma":0.00001215593,"domain_scores_codex":[0.9979441,0.0004052261,0.0009193972,0.0002084109,0.0003384715,0.0001844089],"domain_scores_gemma":[0.9970357,0.001456678,0.0007747859,0.0001098333,0.0004688091,0.0001541642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001193131,0.0002594785,0.9865453,0.000008739284,0.003800928,0.0001108136,0.0001006603,0.0001201265,0.00006171013,0.0001181229,0.0007215007,0.00695951],"study_design_scores_gemma":[0.01427566,0.001417291,0.9805765,0.0001449185,0.0008072047,0.0003435765,0.00003578865,0.0003697433,0.00001754802,0.0006528763,0.001285534,0.0000733319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762453,0.0008849332,0.001207699,0.01973524,0.001186396,0.000496217,0.00004907119,0.0000115056,0.0001835786],"genre_scores_gemma":[0.9960645,0.0008079315,0.001381048,0.0009682149,0.0005354242,0.00001873015,0.00003250854,0.00001375335,0.000177829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0198192,"threshold_uncertainty_score":0.4049236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783703594592892,"score_gpt":0.3423551092434892,"score_spread":0.3145180732975603,"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."}}