{"id":"W4413050366","doi":"10.1542/peds.2025-070897","title":"Positive Predictive Value of Tissue Transglutaminase IgA for Celiac Disease","year":2025,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; Alberta Health; University of Calgary; Alberta Health Services; South Health Campus; The Wilson Centre; Alberta Children's Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Tissue transglutaminase; Predictive value; Immunoglobulin A; Disease; Value (mathematics); Pathology; Gastroenterology; Immunology; Internal medicine; Antibody; Immunoglobulin G; Enzyme","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":[0.001608478,0.000391036,0.000342906,0.001118332,0.0002383701,0.0007875474,0.0005940336,0.0006997758,0.002078325],"category_scores_gemma":[0.01137714,0.000242748,0.00051924,0.0006368721,0.000526711,0.0005097563,0.0004956399,0.0007478003,0.0002663603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002793584,"about_ca_system_score_gemma":0.0002854393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001938175,"about_ca_topic_score_gemma":0.0018185,"domain_scores_codex":[0.9985833,0.0004485166,0.0001415526,0.0003231962,0.0003373209,0.000166049],"domain_scores_gemma":[0.9883556,0.005882343,0.003612824,0.0003906171,0.0007570476,0.001001603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004695473,0.000004871434,0.9989213,0.000007586751,0.00001206371,0.00009404009,0.00001145856,0.00004458314,0.00009148921,0.00000589158,0.00004918595,0.0007106677],"study_design_scores_gemma":[0.000006978978,0.0001074066,0.9963981,0.00002594974,0.00004931802,0.002038313,0.0001092033,0.000753313,0.0002414787,0.00004353077,0.0002213856,0.000005004365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970196,0.001263773,0.0001725189,0.0001452514,0.00003040853,0.000005916635,0.0003454495,0.00001401222,0.001002954],"genre_scores_gemma":[0.9995775,0.00009403961,0.0001015075,0.00002388329,0.00001836414,0.000002317016,0.0001460599,0.000001665324,0.0000346268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002078325,"threshold_uncertainty_score":0.008506536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007896800466832048,"score_gpt":0.3089874399206299,"score_spread":0.3010906394537978,"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."}}