{"id":"W3002194007","doi":"10.3390/diagnostics10010052","title":"Mucinous Cancer of the Ovary: Overview and Current Status","year":2020,"lang":"en","type":"review","venue":"Diagnostics","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre","funders":"","keywords":"Stage (stratigraphy); Ovary; Medicine; Pathological; Ovarian cancer; Disease; Oncology; Ovarian carcinoma; Mucinous carcinoma; Cancer; Chemotherapy; Internal medicine; Pathology; Adenocarcinoma; Biology","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":[0.00005256397,0.0003716681,0.00172658,0.00005021872,0.00004455581,0.00001569728,0.0001214756,0.0001321548,0.000110351],"category_scores_gemma":[0.0003153684,0.0002140018,0.0004037471,0.0003251922,0.00009279867,0.00001606566,0.0001739919,0.0003648849,0.00001572287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000232951,"about_ca_system_score_gemma":0.001045286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001475445,"about_ca_topic_score_gemma":0.00002389066,"domain_scores_codex":[0.9984927,0.00007738346,0.000494812,0.000376744,0.0002937655,0.0002645742],"domain_scores_gemma":[0.9982975,0.0005681776,0.0003614037,0.0004800642,0.00007670371,0.0002161337],"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":[0.000003180753,0.0002036258,0.004146219,0.02637557,0.0003938358,0.00003979997,0.00005741749,1.412741e-7,7.455599e-9,0.0004199711,0.006208489,0.9621518],"study_design_scores_gemma":[0.0004674149,0.0001173924,0.003709987,0.04243588,0.006412624,0.00002020058,0.000003842508,0.000001514278,0.000001400487,0.00002115303,0.9466429,0.0001656487],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001326179,0.9959899,0.00000125573,0.0004942159,0.0008779498,0.001427337,0.001008038,0.00001786521,0.0001701318],"genre_scores_gemma":[0.00004767752,0.9988408,0.00005090055,0.0002132169,0.0003594673,0.000329045,0.00008228895,0.00005570259,0.00002089482],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9619861,"threshold_uncertainty_score":0.872674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1049782115013197,"score_gpt":0.4033658416697349,"score_spread":0.2983876301684153,"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."}}