{"id":"W2045438979","doi":"10.1158/1055-9965.epi-14-1128","title":"Population Distribution of Lifetime Risk of Ovarian Cancer in the United States","year":2015,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"National Center for Research Resources; National Institute of Environmental Health Sciences; National Cancer Institute; Cancer Research UK; National Institute on Aging; Francis Crick Institute","keywords":"Ovarian cancer; Tubal ligation; Medicine; Population; Gynecology; Risk factor; Relative risk; Family history; Obstetrics; Endometriosis; Confidence interval; Cancer; Demography; Family planning; Internal medicine; Environmental health","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":[0.002522402,0.0001440292,0.0005122524,0.0001387848,0.00003142496,0.000001995718,0.00008714672,0.0001526347,0.00007244622],"category_scores_gemma":[0.0005234487,0.00009986426,0.0001477276,0.0004994503,0.0001295362,0.00006216791,0.00002001796,0.0001254031,0.000001769641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003946893,"about_ca_system_score_gemma":0.0001607334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03276917,"about_ca_topic_score_gemma":0.001054421,"domain_scores_codex":[0.997552,0.001099421,0.0007248674,0.0002615737,0.0001448884,0.0002172079],"domain_scores_gemma":[0.9983502,0.0004333894,0.0006789875,0.0002860496,0.0001721696,0.00007920768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006629193,0.0002515064,0.9792581,0.00007131686,0.0004773076,0.000001826017,0.0002440057,0.001541908,0.00002238998,0.0005497316,0.004334202,0.01258474],"study_design_scores_gemma":[0.00240461,0.0003341254,0.9864852,0.0004281264,0.0005695812,0.000002875925,0.000191941,0.002270819,0.0001587424,0.005620345,0.001453422,0.00008017954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809994,0.008020558,0.001371172,0.0081101,0.0003528479,0.0007856689,0.0002971154,0.00001627672,0.0000469383],"genre_scores_gemma":[0.9927475,0.004529032,0.0003760292,0.0001973956,0.00008303034,0.0002483671,0.001778908,0.00001032828,0.00002941388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03171475,"threshold_uncertainty_score":0.9736717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06173626028478753,"score_gpt":0.3806405935746444,"score_spread":0.3189043332898568,"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."}}