{"id":"W2074059416","doi":"10.1111/igc.0b013e3181dd0110","title":"Prognostic Relevance of Uncommon Ovarian Histology in Women With Stage III/IV Epithelial Ovarian Cancer","year":2010,"lang":"en","type":"review","venue":"International Journal of Gynecological Cancer","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":271,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Histology; Stage (stratigraphy); Ovarian cancer; Epithelial ovarian cancer; Gynecology; Oncology; Internal medicine; Cancer; Pathology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005298772,0.0004917274,0.002709387,0.0005018277,0.00003275308,0.00002859708,0.0006215056,0.00055003,0.003111115],"category_scores_gemma":[0.0004745036,0.000302735,0.0003972174,0.0003309962,0.0002532733,0.0001181957,0.00009954722,0.001488655,0.000007357642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00328963,"about_ca_system_score_gemma":0.002960968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004947337,"about_ca_topic_score_gemma":0.001394447,"domain_scores_codex":[0.9964125,0.0001802025,0.001653083,0.0004633331,0.0008419175,0.0004489865],"domain_scores_gemma":[0.9954423,0.0009750298,0.002219617,0.0002789759,0.0008186325,0.0002654412],"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":[0.002184614,0.001196467,0.01128653,0.00118722,0.001853794,0.002548192,0.0001622351,0.00005861729,0.000008681001,0.0003477971,0.0002866276,0.9788792],"study_design_scores_gemma":[0.00571293,0.001985636,0.02875939,0.01128992,0.001042427,0.0004256337,0.00002649822,0.00000646027,0.00001107227,0.0001458116,0.9502745,0.0003197652],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01887013,0.9733527,0.00004523401,0.002398078,0.003161637,0.00109741,0.0003936467,0.00001528027,0.0006659328],"genre_scores_gemma":[0.02753227,0.9689789,0.0009309059,0.0004221299,0.0009674403,0.0006447609,0.000020302,0.00005523287,0.0004480703],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9785594,"threshold_uncertainty_score":0.9999425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03717033442550096,"score_gpt":0.358919851780836,"score_spread":0.321749517355335,"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."}}