{"id":"W3164144695","doi":"10.1093/carcin/bgab043","title":"Joint IARC/NCI International Cancer Seminar Series Report: expert consensus on future directions for ovarian carcinoma research","year":2021,"lang":"en","type":"article","venue":"Carcinogenesis","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Division of Cancer Epidemiology and Genetics, National Cancer Institute; National Institutes of Health; Medical Research Council; National Institute for Health and Care Research; Centre International de Recherche sur le Cancer; World Health Organization","keywords":"Ovarian cancer; Ovarian carcinoma; Medicine; Cancer; Disease; International agency; Consensus conference; Gynecology; Oncology; Pathology; Internal medicine","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":[0.1167851,0.001455795,0.00293976,0.006509497,0.0025121,0.008324155,0.009136884,0.01127047,0.008461575],"category_scores_gemma":[0.09505517,0.0009849811,0.003907837,0.005319981,0.002644961,0.006349457,0.007167616,0.01597146,0.006967971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008558909,"about_ca_system_score_gemma":0.05066638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007041646,"about_ca_topic_score_gemma":0.007643675,"domain_scores_codex":[0.9569705,0.01739295,0.006552437,0.002617446,0.01374925,0.002717484],"domain_scores_gemma":[0.8414712,0.04347075,0.007823353,0.006014789,0.08674517,0.01447469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001276979,0.00008642292,0.0009715983,0.003643217,0.00009602843,0.0001264162,0.0003577779,0.0003290335,0.0004339607,0.00506792,0.8304651,0.1582948],"study_design_scores_gemma":[0.00005337518,0.00007507335,0.001136492,0.01166814,0.000234277,0.0002800084,0.0008993394,0.0002478483,0.0004274017,0.009387173,0.9755249,0.00006598615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0009533591,0.1959026,0.006872878,0.709094,0.06639779,0.0006634986,0.001599834,0.0003577036,0.01815838],"genre_scores_gemma":[0.02850334,0.435838,0.07441974,0.3517053,0.06783856,0.00261241,0.01106523,0.0005734549,0.02744404],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1167851,"threshold_uncertainty_score":0.6176258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040378237134033,"score_gpt":0.385067235953584,"score_spread":0.2810294122401807,"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."}}