{"id":"W2905490220","doi":"10.1002/ijc.32075","title":"Ovarian cancer risk factors by tumor aggressiveness: An analysis from the Ovarian Cancer Cohort Consortium","year":2018,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Institute on Minority Health and Health Disparities; National Heart, Lung, and Blood Institute; Instituto de Salud Carlos III; National Health and Medical Research Council; World Cancer Research Fund; National Institutes of Health; Institut Gustave-Roussy; Medical Research Council; Medical Research Council Canada; Mutuelle Générale de l'Education Nationale; U.S. Department of Defense; Associazione Italiana per la Ricerca sul Cancro; NordForsk; Vetenskapsrådet; Cancerfonden; Institut National de la Santé et de la Recherche Médicale; Cancer Research UK; World Health Organization; European Commission; Deutsches Krebsforschungszentrum; Ligue Contre le Cancer; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; National Institute of Environmental Health Sciences; Hellenic Health Foundation; Kræftens Bekæmpelse; Centre International de Recherche sur le Cancer; Cancer Council Victoria; Deutsche Krebshilfe; VicHealth; World Cancer Research Fund International; National Cancer Institute; Office of Dietary Supplements","keywords":"Ovarian cancer; Medicine; Cohort; Oncology; Cancer; Internal medicine; Cohort study; Gynecology; Ovary","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":[0.002797656,0.0004758285,0.000994027,0.001244919,0.0009113594,0.001212824,0.0007277753,0.0007537313,0.001446827],"category_scores_gemma":[0.004637411,0.0006875251,0.001984946,0.00309497,0.0003299828,0.0004482415,0.001693124,0.001099428,0.0002188854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005285595,"about_ca_system_score_gemma":0.001065143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04008777,"about_ca_topic_score_gemma":0.03624737,"domain_scores_codex":[0.9977304,0.0007807285,0.0002201108,0.0005936731,0.0003761009,0.0002988942],"domain_scores_gemma":[0.9959471,0.0008992504,0.001085173,0.001094492,0.0004200986,0.0005539527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006635882,0.00002731454,0.9962872,0.00002278566,0.0008871675,0.0001258126,0.0001112897,0.0001456259,0.0001817291,0.00004066021,0.000661807,0.0008450638],"study_design_scores_gemma":[0.0001166015,0.00005661777,0.99786,0.00001189351,0.0003992659,0.0002232306,0.0001707372,0.0005047969,0.00003189918,0.00004706706,0.0005635653,0.00001434535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99453,0.0006982243,0.0002875855,0.0001072712,0.00001537532,0.00003846475,0.003945048,0.00001017951,0.0003678455],"genre_scores_gemma":[0.9950465,0.0002471631,0.000187883,0.00006757141,0.00002232623,0.00007159884,0.004109141,0.00001574362,0.0002321283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04008777,"threshold_uncertainty_score":0.07970887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526644087088664,"score_gpt":0.33459773624314,"score_spread":0.3193312953722534,"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."}}