{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003142169,0.0002398027,0.0004156599,0.0002216788,0.0003667191,0.00006027031,0.00009158442,0.0001596619,0.0008858493],"category_scores_gemma":[0.0002805507,0.0002139097,0.0002925235,0.0003995198,0.0001153108,0.0000432147,0.00007553633,0.0001947213,0.00001780888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008549368,"about_ca_system_score_gemma":0.0009557545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006136396,"about_ca_topic_score_gemma":0.0003089786,"domain_scores_codex":[0.9977376,0.000104763,0.0003881521,0.000752919,0.0005737555,0.0004428388],"domain_scores_gemma":[0.9974886,0.000189613,0.00009480229,0.0007014493,0.001269987,0.0002555016],"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":[0.001921864,0.001893791,0.1752137,0.0003733035,0.002027275,0.01379186,0.003585385,0.00003149355,0.03792502,0.003771401,0.7003062,0.05915874],"study_design_scores_gemma":[0.001671437,0.0002966134,0.1769246,0.0001777578,0.000167534,0.001262447,0.001440844,0.0000254249,0.1649033,0.00006286472,0.6528682,0.0001989507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7213947,0.05624133,0.00003724347,0.2066018,0.006416865,0.001608282,0.0007516041,0.0001547645,0.00679342],"genre_scores_gemma":[0.9612905,0.007296777,0.003144906,0.002228076,0.005824112,0.002741923,0.0004404562,0.0001099111,0.0169233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2398958,"threshold_uncertainty_score":0.9699429,"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."}}