{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001304242,0.0001395871,0.0004466786,0.0001708514,0.0000639744,0.000002985967,0.0001154496,0.0001958715,0.0003837413],"category_scores_gemma":[0.001575688,0.0001270778,0.0001036978,0.0002957241,0.0002668287,0.00005736803,0.00005366683,0.0003998332,0.00004580344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009693467,"about_ca_system_score_gemma":0.0001600884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006031636,"about_ca_topic_score_gemma":0.000008959886,"domain_scores_codex":[0.9986814,0.0001673935,0.0004157749,0.0003271894,0.0001544482,0.0002538442],"domain_scores_gemma":[0.9992765,0.0001408823,0.0001243428,0.0002388055,0.00008382781,0.000135683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002515494,0.0004852659,0.7706985,0.001958487,0.00002190749,0.005401156,0.002437251,0.0001911398,0.2006819,0.005009818,0.009474614,0.001124541],"study_design_scores_gemma":[0.001036591,0.000613052,0.9935008,0.0001982314,0.0001327346,0.0005743068,0.00006617014,0.0001362282,0.0005334921,0.0001133541,0.002975692,0.0001193923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835904,0.008309138,0.00007706223,0.001232356,0.0002164212,0.0002357623,0.00001973957,0.0001119789,0.006207186],"genre_scores_gemma":[0.9975542,0.0004366341,0.0003683276,0.0003656286,0.00009222666,0.00002994656,0.00001490542,0.0000161215,0.001122002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2228023,"threshold_uncertainty_score":0.5182081,"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."}}