{"id":"W2941274544","doi":"10.1093/jcag/gwz010","title":"Discordance Between Serology and Histology for Celiac Disease in a Cohort with Coexisting Liver Disorders","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Université de Montréal; Fonds de Recherche du Québec - Santé; Ministère de la Santé et des Services sociaux","keywords":"Medicine; Tissue transglutaminase; Serology; Cohort; Internal medicine; Gastroenterology; Concomitant; Incidence (geometry); Liver disease; Context (archaeology); Antibody; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007920344,0.0002807289,0.0003364708,0.00120742,0.0005716676,0.0007637849,0.0004418365,0.0004980818,0.002100613],"category_scores_gemma":[0.004227794,0.0003459941,0.0002513598,0.0007381542,0.0004282897,0.0005191264,0.0005432185,0.0004880757,0.0002708056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001902707,"about_ca_system_score_gemma":0.0001972251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00216305,"about_ca_topic_score_gemma":0.001651599,"domain_scores_codex":[0.9992501,0.0001962019,0.00007904823,0.0002291662,0.0001146354,0.0001307763],"domain_scores_gemma":[0.997066,0.0008389968,0.00118278,0.0002593713,0.0002258252,0.0004270724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003210357,0.000006922541,0.9995616,0.000001223331,0.000005234446,0.00009647661,0.00003088339,0.000006344132,0.0001121192,0.000003704811,0.00001264759,0.0001307779],"study_design_scores_gemma":[0.000004034323,0.00007314268,0.9980026,0.00000330876,0.00001119114,0.001415543,0.0002082129,0.0001464479,0.00007474814,0.00001395029,0.00004433616,0.000002499789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997419,0.00005420701,0.00002877315,0.000009519175,0.000002373163,0.000002186923,0.00005222671,0.000001358679,0.0001074992],"genre_scores_gemma":[0.9998699,0.00001618396,0.00002255842,0.000006127287,0.000004597011,0.000001721618,0.00005929085,5.986544e-7,0.00001880818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00216305,"threshold_uncertainty_score":0.007027268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007181774945397373,"score_gpt":0.2373832798515743,"score_spread":0.2302015049061769,"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."}}