{"id":"W4407284928","doi":"10.1093/jcag/gwae059.058","title":"A58 LOW TTG-IGA ASSOCIATED WITH ISOLATED BULB PATHOLOGY IN PEDIATRIC CELIAC DISEASE: IMPLICATIONS IN A NO-BIOPSY APPROACH ERA","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Disease; Biopsy; Pathology; Bulb; Biology","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":[0.0009032441,0.0006822422,0.0005518955,0.001387952,0.0009205811,0.001617143,0.001322759,0.001931464,0.005275335],"category_scores_gemma":[0.009912176,0.0003027225,0.0003862276,0.001006435,0.00140894,0.001905298,0.0006705157,0.001994067,0.0008056494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007621595,"about_ca_system_score_gemma":0.001083937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004935931,"about_ca_topic_score_gemma":0.003513002,"domain_scores_codex":[0.9991457,0.0001599611,0.0001134667,0.00015722,0.0001733375,0.0002502617],"domain_scores_gemma":[0.9958907,0.001839656,0.0008950356,0.0001437157,0.0005287115,0.0007021638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005234547,0.0001107158,0.7778059,0.0001820456,0.00004044931,0.1973651,0.0003941397,0.0002361313,0.001817184,0.001616871,0.005119133,0.01478882],"study_design_scores_gemma":[0.00005277167,0.0002935591,0.4675842,0.001143423,0.0002135753,0.5145208,0.004092479,0.001400785,0.001241642,0.003831916,0.005572832,0.00005199679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9465417,0.007778327,0.001299464,0.01546578,0.0008172333,0.00004403073,0.0004003349,0.00009813203,0.02755503],"genre_scores_gemma":[0.9951559,0.001355372,0.0008507672,0.00112961,0.0009080707,0.00000759404,0.0001177915,0.00003076006,0.0004441881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005275335,"threshold_uncertainty_score":0.01764774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005344759092739942,"score_gpt":0.2338077721070043,"score_spread":0.2284630130142643,"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."}}