{"id":"W4414162129","doi":"10.1111/jgh.70074","title":"Prevalence of Serologically Defined Celiac Disease in Patients With Irritable Bowel Syndrome in Asia: A Multicountry Hospital‐Based Study","year":2025,"lang":"en","type":"article","venue":"Journal of Gastroenterology and Hepatology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Takeda Pharmaceuticals U.S.A.","keywords":"Irritable bowel syndrome; Disease; Epidemiology; Prevalence; Cross-sectional study; MEDLINE","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":[0.0007426448,0.0003347975,0.0004057646,0.0009436036,0.0004267654,0.0007327997,0.0004561991,0.0005003948,0.0009145144],"category_scores_gemma":[0.001503696,0.0003977218,0.0004358761,0.0009496625,0.0004843287,0.0006004471,0.0006518538,0.000420713,0.0001929604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000319772,"about_ca_system_score_gemma":0.0002915051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004203878,"about_ca_topic_score_gemma":0.00423746,"domain_scores_codex":[0.9994448,0.000161387,0.00009618387,0.0001266896,0.00009026681,0.00008070856],"domain_scores_gemma":[0.998482,0.0002504967,0.0006879912,0.0001384981,0.0001675731,0.0002733773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001879407,0.000008595201,0.9995635,0.00000454561,0.00001632404,0.00004995398,0.00006592693,0.00000599152,0.00007719836,0.000001960334,0.00001167726,0.0001754857],"study_design_scores_gemma":[0.000002433123,0.00005463983,0.9992112,0.00000396938,0.00001263475,0.0003499156,0.0002574522,0.00004950413,0.00002544107,0.000002685427,0.00002801414,0.000002187752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999649,0.00008183996,0.00003210111,0.00001200528,0.000001830058,0.000004547135,0.00009431921,0.000002014374,0.0001222512],"genre_scores_gemma":[0.9997701,0.00004548976,0.00003480378,0.00001257847,0.000003022057,0.000004284163,0.0001055634,7.089653e-7,0.00002343344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004203878,"threshold_uncertainty_score":0.008358836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0049474829744701,"score_gpt":0.2452547972667227,"score_spread":0.2403073142922526,"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."}}