{"id":"W1556765191","doi":"10.1111/j.1365-2559.2012.4303.x","title":"Atopic and non‐atopic eosinophilic oesophagitis are distinguished by immunoglobulin E‐bearing intraepithelial mast cells","year":2012,"lang":"en","type":"article","venue":"Histopathology","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Immunoglobulin E; Atopy; Eosinophil; Mast cell; Intraepithelial lymphocyte; Eosinophilic esophagitis; Medicine; Immunology; Pathology; Lamina propria; High-power field; Antibody; Immunohistochemistry; Epithelium; Allergy; Asthma; Disease","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":[0.0003416624,0.0003108303,0.000344249,0.0007035338,0.0001695827,0.0004435612,0.0002100034,0.0004823635,0.001894872],"category_scores_gemma":[0.001240727,0.000198256,0.0002347658,0.0004010538,0.0003653247,0.000390892,0.000500599,0.0002442328,0.0003555948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001178205,"about_ca_system_score_gemma":0.00006674764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002665422,"about_ca_topic_score_gemma":0.0003970289,"domain_scores_codex":[0.999785,0.0000428552,0.00003769079,0.00004650349,0.00003488446,0.00005308774],"domain_scores_gemma":[0.9994236,0.0001959988,0.0001901912,0.00002843081,0.00005657161,0.0001051811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001651331,0.0001126468,0.9619137,0.000129904,0.00008106662,0.003164479,0.0003208009,0.00003213402,0.02312766,0.00009006573,0.000110179,0.00926596],"study_design_scores_gemma":[0.00002570315,0.0002147168,0.9916893,0.0000124346,0.00001962826,0.006947028,0.0001722661,0.0000520568,0.0005937656,0.00004567854,0.0002248252,0.00000253349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981647,0.001180489,0.0001013879,0.00001129294,0.000004657858,0.00001405087,0.00006549207,0.000003910261,0.0004541042],"genre_scores_gemma":[0.9990848,0.0003793261,0.0001738512,0.00002024949,0.0000105304,0.000009892437,0.0001661714,0.00000168024,0.0001535313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001894872,"threshold_uncertainty_score":0.006338954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008737150317109192,"score_gpt":0.2300051547431162,"score_spread":0.221268004426007,"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."}}