{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003218501,0.000386647,0.0007486516,0.0001651941,0.0002165951,0.00002679178,0.0001868383,0.0003411553,0.0002835669],"category_scores_gemma":[0.000206415,0.0003940563,0.0001148924,0.0001872944,0.0004906931,0.0001452775,0.0001976832,0.0005394334,0.0002346431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002446626,"about_ca_system_score_gemma":0.00005618513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001243912,"about_ca_topic_score_gemma":0.000009528287,"domain_scores_codex":[0.997642,0.0001211488,0.0005390369,0.0005876574,0.000254533,0.0008556093],"domain_scores_gemma":[0.998526,0.00009255636,0.000234365,0.0006504879,0.00009757511,0.0003990351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007892607,0.0004413484,0.8290732,0.0003160322,0.00002619809,0.001040833,0.002001671,3.586786e-7,0.1510066,0.0004235644,0.004586388,0.01100486],"study_design_scores_gemma":[0.002032615,0.0002805585,0.9646559,0.000113451,0.0001606109,0.002014224,0.00009684056,0.00001150546,0.01328684,0.0001321755,0.01684091,0.0003743057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807192,0.01284341,0.0001423489,0.0008121955,0.001564826,0.0004371508,0.00006124761,0.0001679789,0.003251629],"genre_scores_gemma":[0.9935536,0.000220868,0.001162249,0.001109694,0.001074368,0.00004848377,0.00005507776,0.00007610947,0.002699506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1377198,"threshold_uncertainty_score":0.9998511,"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."}}