{"id":"W3040262642","doi":"10.1111/his.14197","title":"Prevalence of histological features resembling autoimmune pancreatitis in neoplastic pancreas resections","year":2020,"lang":"en","type":"article","venue":"Histopathology","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Autoimmune pancreatitis; Pancreas; Pathology; Pancreatitis; Medicine; Differential diagnosis; Biopsy; Inflammatory pseudotumor; Pancreatic duct; Histology; Immunohistochemistry; Inflammation; Gastroenterology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005555223,0.0001681492,0.0001582975,0.001415438,0.0002181116,0.0004638346,0.0003059093,0.0004542566,0.002187202],"category_scores_gemma":[0.00309449,0.0002131174,0.0002231379,0.0007976156,0.0004448752,0.000473787,0.0004169446,0.0002449838,0.0003938145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001888041,"about_ca_system_score_gemma":0.0001812048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005739223,"about_ca_topic_score_gemma":0.0008374493,"domain_scores_codex":[0.9995598,0.00008742559,0.00008505024,0.00008893566,0.0001124978,0.00006618541],"domain_scores_gemma":[0.9972647,0.0005748368,0.001492547,0.0001636081,0.0002146885,0.0002895041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006597645,0.000008486087,0.9951552,0.00002145362,0.00001552875,0.001333109,0.00004097302,0.00003482266,0.001314393,0.00001068181,0.00004271846,0.001956634],"study_design_scores_gemma":[0.000004220564,0.000082322,0.9808133,0.00001780786,0.00001904903,0.01795256,0.0001798534,0.0001108518,0.0005655364,0.00001796676,0.0002329281,0.00000361868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998574,0.000816412,0.0001258258,0.00001818014,0.000003791516,0.000004901774,0.00005945608,0.000007079932,0.0003903539],"genre_scores_gemma":[0.9995133,0.0002332969,0.00009820679,0.000008368923,0.000006714968,0.000002935889,0.00009154229,0.000001727962,0.00004401309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002187202,"threshold_uncertainty_score":0.007316887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174140241166952,"score_gpt":0.2605075282517929,"score_spread":0.2387661258401233,"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."}}