{"id":"W2792576819","doi":"10.1097/mpg.0000000000001949","title":"Pediatric Eosinophilic Esophagitis Is Associated With Increased Lamina Propria Immunoglobulin G4‐Positive Plasma Cells","year":2018,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Eosinophilic esophagitis; Medicine; High-power field; Eosinophilia; Gastroenterology; Internal medicine; Lamina propria; Immunoglobulin E; Food allergy; Immunostaining; Esophagus; Biopsy; Pathology; Allergy; Antibody; Immunology; Immunohistochemistry; Disease; Epithelium","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005455203,0.0003501882,0.0007882915,0.0007040797,0.0001935282,0.00003839265,0.0001634715,0.0003246743,0.0001145753],"category_scores_gemma":[0.0001652453,0.0002965807,0.0001783404,0.0004866299,0.0003186547,0.0003121199,0.00005818324,0.0006894722,0.00002261272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000168355,"about_ca_system_score_gemma":0.0001644807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001945351,"about_ca_topic_score_gemma":0.00001384604,"domain_scores_codex":[0.9974158,0.0002820722,0.0008578465,0.0003755289,0.00051246,0.0005562994],"domain_scores_gemma":[0.9972311,0.0001877274,0.001000794,0.0002133371,0.001020156,0.0003468845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009827599,0.002514451,0.9726359,0.0002533392,0.0004735093,0.001825083,0.0005034475,4.28141e-7,0.003117176,0.000008786101,0.008520725,0.0003196176],"study_design_scores_gemma":[0.02077019,0.03218602,0.9320987,0.0002030351,0.002610622,0.006498082,0.00008976989,0.00004519855,0.005044788,0.0001823712,0.00004407232,0.0002271278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959145,0.001721428,0.0001132307,0.00116133,0.0003768718,0.0005210232,0.00009626611,0.00003563904,0.00005973664],"genre_scores_gemma":[0.9916121,0.002469297,0.001283688,0.0008237046,0.003678774,0.00001451472,0.0000401954,0.00004200265,0.00003569982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04053712,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006576525476997649,"score_gpt":0.2208497555994274,"score_spread":0.2142732301224298,"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."}}