{"id":"W4408161913","doi":"10.1002/path.6407","title":"Cellular origins of mucinous ovarian carcinoma","year":2025,"lang":"en","type":"review","venue":"The Journal of Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary","funders":"National Health and Medical Research Council; Peter MacCallum Foundation","keywords":"Mucinous carcinoma; Ovarian carcinoma; Pathology; Ovary; Carcinoma; Medicine; Oncology; Ovarian cancer; Adenocarcinoma; Internal medicine; Cancer","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":[0.0007291763,0.0002653416,0.002397228,0.0003157147,0.000038226,0.000003917274,0.000283908,0.0002465712,0.0001350829],"category_scores_gemma":[0.00008696839,0.0001363144,0.0007282196,0.000259889,0.0001095636,0.00001689867,0.00006106199,0.0005548123,0.00001395745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003572581,"about_ca_system_score_gemma":0.001382029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004693085,"about_ca_topic_score_gemma":0.000003758677,"domain_scores_codex":[0.9980271,0.0004323518,0.0009896049,0.000139611,0.0002082241,0.0002031339],"domain_scores_gemma":[0.9976099,0.0004316743,0.001156176,0.0005268291,0.0001887098,0.00008676065],"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":[0.000155737,0.0007678213,0.0004197997,0.02048328,0.0016561,0.01011568,0.0004149377,0.000001508472,0.00002286285,0.003036913,0.00224324,0.9606821],"study_design_scores_gemma":[0.001321274,0.001351555,0.0003029552,0.01177573,0.01421053,0.0103329,0.00003320272,3.317561e-7,0.00006522355,0.0001058425,0.9603824,0.0001180301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005001251,0.9965878,0.0001085249,0.0003851473,0.0008347781,0.0004217737,0.00003594431,0.000004083246,0.001121824],"genre_scores_gemma":[0.003580485,0.9951847,0.0003374341,0.0001023673,0.0004531199,0.00000858758,0.000009670481,0.00002410033,0.00029958],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9605641,"threshold_uncertainty_score":0.555874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0393556631260376,"score_gpt":0.3368289344535728,"score_spread":0.2974732713275351,"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."}}