{"id":"W2619612092","doi":"10.1053/j.gastro.2017.05.015","title":"Tests for Serum Transglutaminase and Endomysial Antibodies Do Not Detect Most Patients With Celiac Disease and Persistent Villous Atrophy on Gluten-free Diets: a Meta-analysis","year":2017,"lang":"en","type":"review","venue":"Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":220,"is_retracted":false,"has_abstract":false,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Canadian Institutes of Health Research; National Institutes of Health; Canadian Association of Gastroenterology","keywords":"Tissue transglutaminase; Villous atrophy; Medicine; Atrophy; Antibody; Gastroenterology; Gluten free; Meta-analysis; Gluten; Coeliac disease; Disease; Internal medicine; Pathology; Immunology; Biology; Enzyme; Biochemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002645763,0.0008153067,0.0041414,0.0006975873,0.0002866245,0.00012211,0.0003547513,0.0001372606,0.00004034387],"category_scores_gemma":[0.0002427296,0.0005243244,0.002642125,0.0001336278,0.0004562882,0.0000800479,0.0003260564,0.0003172417,0.000004016621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009716811,"about_ca_system_score_gemma":0.0001023898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000221603,"about_ca_topic_score_gemma":0.0001035436,"domain_scores_codex":[0.9964342,0.0002500059,0.0005808839,0.001230083,0.0005789289,0.0009259475],"domain_scores_gemma":[0.996906,0.0001613076,0.0004154485,0.001399655,0.0001904373,0.0009270831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0266377,0.00180848,0.014079,0.04271402,0.5079008,0.001575474,0.00007958209,0.0000087599,8.930625e-7,0.00002365811,0.00134535,0.4038262],"study_design_scores_gemma":[0.009433933,0.01070677,0.01774675,0.0007760928,0.79497,0.00004003878,0.00001702361,0.00002713458,2.096135e-7,0.00001123197,0.1658316,0.0004391732],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009378442,0.9782614,0.0001616385,0.0008947725,0.0000837472,0.005160263,0.005990736,0.00004365121,0.00002531508],"genre_scores_gemma":[0.02866193,0.9679781,0.0003735702,0.0003631405,0.0001271414,0.001241464,0.0009717214,0.00009910431,0.0001838021],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4033871,"threshold_uncertainty_score":0.9997208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08437179487103513,"score_gpt":0.3459185637577699,"score_spread":0.2615467688867348,"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."}}