{"id":"W2996972368","doi":"10.1016/j.ygyno.2019.12.015","title":"Therapeutic options for mucinous ovarian carcinoma","year":2020,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of British Columbia","funders":"Cancer Council Tasmania; National Institutes of Health; Cancer Council South Australia; Medical Research Council; Peter MacCallum Foundation; Hudson Institute of Medical Research; Terry Fox Research Institute; BC Cancer Foundation; Cancer Council Victoria; Cancer Australia; Australian Cancer Research Foundation; Australian Government; Cancer Institute NSW; National Cancer Institute; Ovarian Cancer Australia; Peter MacCallum Cancer Centre; Medical Research and Materiel Command; Victorian Cancer Agency; Mayo Foundation for Medical Education and Research; Cancer Council NSW; National Health and Medical Research Council; Minnesota Ovarian Cancer Alliance","keywords":"Medicine; Mucinous carcinoma; Ovarian carcinoma; Oncology; Carcinoma; Ovary; Internal medicine; General surgery; Gynecology; Ovarian cancer; Adenocarcinoma; Cancer","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001239855,0.0001655661,0.0004778279,0.00004566544,0.0001241626,0.00001078621,0.00009711057,0.0002137491,0.001082634],"category_scores_gemma":[0.0001660242,0.0001294659,0.0001740926,0.0001515479,0.00007485372,0.00002947505,0.0000380882,0.0001469045,0.0001464125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003712834,"about_ca_system_score_gemma":0.0004385293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002190645,"about_ca_topic_score_gemma":0.00002960929,"domain_scores_codex":[0.998831,0.00006621818,0.0002554984,0.0004064536,0.00008314774,0.0003576795],"domain_scores_gemma":[0.9988973,0.0004680417,0.0000902867,0.0002105491,0.00009009639,0.0002437349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00225091,0.005826633,0.2572094,0.0003673417,0.001591215,0.001550881,0.002841624,0.0001337954,0.003379148,0.08673959,0.07651683,0.5615927],"study_design_scores_gemma":[0.009180643,0.01574566,0.3589361,0.000006998658,0.0007210856,0.000110963,0.00032677,0.0007143833,0.000514187,0.001663624,0.6118598,0.0002197692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4525995,0.004374751,0.005440432,0.4781828,0.002188997,0.006725585,0.0001669542,0.0006124399,0.04970851],"genre_scores_gemma":[0.9701471,0.0001194292,0.007112954,0.02108466,0.000417255,0.0007390098,0.00005442638,0.00002163235,0.0003035058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5613729,"threshold_uncertainty_score":0.9998305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08267601124765372,"score_gpt":0.3395971097670866,"score_spread":0.2569210985194328,"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."}}