{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001993724,0.00020481,0.0002433727,0.0007014798,0.0004092595,0.0004736414,0.0002311112,0.0003739599,0.005907523],"category_scores_gemma":[0.0004996753,0.00005741118,0.0004344636,0.0003487206,0.0002716144,0.0004589617,0.0004118023,0.0007635455,0.0005837838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002478619,"about_ca_system_score_gemma":0.000249369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002130522,"about_ca_topic_score_gemma":0.000558025,"domain_scores_codex":[0.9999418,0.00001428571,0.000005744775,0.000005777124,0.00001752904,0.00001482672],"domain_scores_gemma":[0.9999331,0.0000262395,0.00001303545,0.000003857231,0.000005602008,0.00001814066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006154256,0.0002046734,0.006072068,0.001693285,0.0001030725,0.008576698,0.0002555189,0.001554663,0.01111055,0.01670226,0.0154702,0.9376416],"study_design_scores_gemma":[0.000612695,0.002334766,0.02794136,0.002839688,0.0005250961,0.07797179,0.001058216,0.002754308,0.01022934,0.04548905,0.8281807,0.00006292605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09275602,0.7195319,0.01056365,0.03101904,0.002339958,0.000128564,0.0003210026,0.0001509118,0.1431888],"genre_scores_gemma":[0.6932144,0.2719716,0.007849853,0.006037639,0.003869799,0.0001855244,0.0005485295,0.00003968892,0.01628297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005907523,"threshold_uncertainty_score":0.01976269,"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."}}