{"id":"W3008026904","doi":"10.1016/j.ehpc.2020.200354","title":"Sclerosing peritonitis associated with gynecological tumors: IgG4 peritoneal disease or a low grade spindle cell neoplasm?","year":2020,"lang":"en","type":"article","venue":"Human Pathology Case Reports","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McMaster University; Hamilton General Hospital","funders":"Calgary Laboratory Services","keywords":"Pathology; Medicine; Etiology; Peritonitis; Immunohistochemistry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002054552,0.0004408493,0.000781263,0.0001098294,0.0005644868,0.00006502137,0.00006268582,0.0002975298,0.001027048],"category_scores_gemma":[0.0007353349,0.0003370657,0.0002354838,0.0002725205,0.000507053,0.0001656389,0.00009654545,0.0006208253,0.00003917696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421304,"about_ca_system_score_gemma":0.0005797882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000119001,"about_ca_topic_score_gemma":0.00001919321,"domain_scores_codex":[0.9970217,0.0002139714,0.0007978994,0.0009117957,0.0003756431,0.0006790121],"domain_scores_gemma":[0.9977085,0.00009034478,0.0004602385,0.0004795336,0.0001694693,0.001091915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0003398354,0.0007873837,0.05916638,0.0002057341,0.00006155611,0.9327542,0.0006797115,0.00002436524,0.005029555,0.00001513407,0.0008185888,0.0001176151],"study_design_scores_gemma":[0.005650706,0.00416598,0.6167849,0.001053104,0.001459287,0.3638083,0.001165894,0.0003911494,0.003521649,0.00008367045,0.0006423651,0.001272971],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965221,0.0002891276,0.000009685452,0.000475854,0.0001545169,0.0007413756,0.00006008799,0.0004567854,0.001290426],"genre_scores_gemma":[0.9970524,0.00001204286,0.0001137159,0.001538202,0.0003207489,0.0000945202,0.0003019102,0.00008312787,0.0004832995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5689458,"threshold_uncertainty_score":0.9999081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03397813990540154,"score_gpt":0.2608176491941337,"score_spread":0.2268395092887321,"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."}}