{"id":"W4407284979","doi":"10.1093/jcag/gwae059.057","title":"A57 SUBOPTIMAL FIBRE CONSUMPTION AND ALTERED FIBRE METABOLISM IN CELIAC DISEASE THROUGHOUT THE GASTROINTESTINAL TRACT","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Gastrointestinal tract; Disease; Consumption (sociology); Digestive tract; Dietary fibre; Metabolism; Biology; Medicine; Internal medicine; Food science","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":[0.0002601716,0.0003117034,0.0003642022,0.0005439384,0.0004154512,0.0005826098,0.0001852621,0.0002959644,0.004061249],"category_scores_gemma":[0.0005308588,0.0001659726,0.0003358236,0.0006309297,0.0002414871,0.0002378738,0.0003862416,0.0002861316,0.0002635542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003924456,"about_ca_system_score_gemma":0.0001393384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004603813,"about_ca_topic_score_gemma":0.005780153,"domain_scores_codex":[0.9998146,0.00003428514,0.00002154437,0.0000556566,0.00003039895,0.00004355013],"domain_scores_gemma":[0.9996307,0.00005465787,0.0001703763,0.00001773285,0.00004185476,0.00008461324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001781346,0.00007404287,0.9833197,0.0001076811,0.00009130195,0.0003338473,0.0001536062,0.00006111598,0.009532159,0.00002010563,0.0001511737,0.004373943],"study_design_scores_gemma":[0.000007861497,0.0001839651,0.99858,0.00001676969,0.00002973518,0.0003414353,0.0001478341,0.0001154484,0.0003479999,0.00002002549,0.0002065265,0.000002435836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988896,0.000406071,0.00006491546,0.00003127349,0.000003196126,0.000005416423,0.000270287,0.000004157735,0.0003251208],"genre_scores_gemma":[0.9994231,0.00006176162,0.00009349395,0.0000281171,0.000002862552,0.000004168525,0.0001826164,0.000001870508,0.0002019477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004603813,"threshold_uncertainty_score":0.01358622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310454876989191,"score_gpt":0.2749143782766439,"score_spread":0.261809829506752,"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."}}