{"id":"W2922480872","doi":"10.1093/jcag/gwz006.136","title":"A137 TISSUE-TRANSGLUTAMINASE ANTIBODY HIGHER THAN 10 TIMES THE NORMAL VALUE IS A RELIABLE PREDICTIVE TEST OF VILLOUS ATROPHY IN PATIENTS WITH SUSPICION OF CELIAC DISEASE","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Medicine; Tissue transglutaminase; Hepatology; Gold standard (test); Pediatric gastroenterology; Receiver operating characteristic; Gastroenterology; Villous atrophy; Internal medicine; Antibody; Prospective cohort study; Disease; Pre- and post-test probability; Pathology; Coeliac disease; Immunology; Enzyme","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009720993,0.0003549314,0.0005503807,0.001325422,0.0002704154,0.0007381992,0.0003307633,0.0005408564,0.001543779],"category_scores_gemma":[0.004266978,0.0003062086,0.0004392096,0.001001132,0.0005299458,0.0006309776,0.000498809,0.0007322078,0.000360006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003051912,"about_ca_system_score_gemma":0.0003173835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001452754,"about_ca_topic_score_gemma":0.002116532,"domain_scores_codex":[0.9990895,0.0002557573,0.0001160467,0.0001507103,0.0002675839,0.0001204527],"domain_scores_gemma":[0.997236,0.001083246,0.0009609805,0.00009742611,0.0002866338,0.000335771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002027971,0.00002749334,0.9967771,0.00003182853,0.00001897056,0.000346547,0.00006466394,0.00003638834,0.0004771565,0.00001734264,0.0001273678,0.001872379],"study_design_scores_gemma":[0.00001205151,0.0002599728,0.9959282,0.00004581633,0.00005175723,0.002159402,0.0001961595,0.0004052637,0.0003848324,0.00003981686,0.0005109188,0.000005866359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961015,0.001939294,0.0002526112,0.0001037565,0.00002364615,0.00001806541,0.0001600945,0.00001076603,0.001390316],"genre_scores_gemma":[0.9986799,0.0004725852,0.000397011,0.0000397827,0.00002422669,0.00001009946,0.0002235492,0.000002900004,0.0001499112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001543779,"threshold_uncertainty_score":0.005164504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002466724288539875,"score_gpt":0.2133447449182142,"score_spread":0.2108780206296743,"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."}}