{"id":"W2068368161","doi":"10.1097/01.pgp.0000152024.37482.63","title":"Mucinous Ovarian Tumors of Mullerian-type: An Analysis of 17 Cases Including Borderline Tumors and Intraepithelial, Microinvasive, and Invasive Carcinomas","year":2005,"lang":"en","type":"review","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec","funders":"","keywords":"Serous fluid; Medicine; Pathology; Stage (stratigraphy); Mucinous carcinoma; Ovary; Adenocarcinoma; Internal medicine; Cancer; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005591253,0.0004013724,0.003388469,0.001235625,0.0000455359,0.00002189352,0.0003073459,0.0003589176,0.0003631745],"category_scores_gemma":[0.001875165,0.0002814341,0.000571904,0.0003777529,0.000414694,0.0001001297,0.0002032804,0.0004572337,0.000001016079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002877948,"about_ca_system_score_gemma":0.0006698524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000120531,"about_ca_topic_score_gemma":0.0002595941,"domain_scores_codex":[0.996797,0.0003406815,0.001811892,0.0004479341,0.0003641729,0.0002383401],"domain_scores_gemma":[0.9944891,0.001720221,0.002238058,0.000232241,0.001081853,0.0002384959],"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":[0.001237552,0.004190832,0.06001619,0.002310697,0.01859149,0.04338647,0.0008710455,0.0001250197,0.0004687574,0.0008382698,0.0003249704,0.8676387],"study_design_scores_gemma":[0.01576288,0.03588539,0.6241027,0.01943743,0.07674195,0.1003844,0.001357133,0.0001432737,0.000561112,0.000549471,0.1231199,0.001954332],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3366724,0.6618292,0.00001787125,0.0004449846,0.0003276305,0.0003715839,0.000255235,0.00000661789,0.00007448466],"genre_scores_gemma":[0.3043314,0.6933452,0.001703458,0.0002059778,0.0002683594,0.000009162369,0.0001019744,0.00002059788,0.00001391195],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8656844,"threshold_uncertainty_score":0.9999638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0759277467051882,"score_gpt":0.3790688278506194,"score_spread":0.3031410811454312,"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."}}