{"id":"W4414355153","doi":"10.1111/his.70002","title":"A 5‐marker immunohistochemical panel of CK17 , MEP1A , PAX8 , SMAD4 , and CDX2 to distinguish ovarian mucinous carcinoma from metastatic pancreatic ductal adenocarcinoma","year":2025,"lang":"en","type":"article","venue":"Histopathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Ovarian Cancer Research Alliance","keywords":"Immunohistochemistry; Pancreatic ductal adenocarcinoma; Adenocarcinoma; Mucinous carcinoma; Metastatic adenocarcinoma; Pancreatic carcinoma; Metastasis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000974034,0.0002925146,0.0002614813,0.003039112,0.0002254099,0.0003460734,0.000292388,0.0002857778,0.002044959],"category_scores_gemma":[0.0007017125,0.0001301029,0.0003053457,0.001030694,0.0001925226,0.0003547624,0.0002468984,0.0001535753,0.0005533656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002239769,"about_ca_system_score_gemma":0.000251342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004444876,"about_ca_topic_score_gemma":0.001409584,"domain_scores_codex":[0.9997074,0.00007308596,0.00006696135,0.00004302682,0.00007899214,0.00003043432],"domain_scores_gemma":[0.9995535,0.0001341527,0.00009763642,0.00003271577,0.0001471486,0.00003486707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004365005,0.00008915344,0.1600729,0.002317035,0.0003353628,0.00447993,0.0001978199,0.0005588882,0.7007867,0.0002784756,0.001999452,0.1284478],"study_design_scores_gemma":[0.00009507289,0.001050337,0.5515164,0.0009174143,0.001397298,0.04683273,0.001078043,0.004011125,0.3282983,0.0004764356,0.06428535,0.0000416013],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9245594,0.04220586,0.01572543,0.00049079,0.0001086222,0.0002830754,0.002011459,0.0002332785,0.01438207],"genre_scores_gemma":[0.9558773,0.01354019,0.02352964,0.0001925779,0.00007743897,0.0001849108,0.00408327,0.00001852815,0.00249607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003039112,"threshold_uncertainty_score":0.006841004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887571482713555,"score_gpt":0.2576507059002718,"score_spread":0.2387749910731362,"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."}}