{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005941974,0.0001096897,0.0003325908,0.0001948839,0.0001219011,0.00001800168,0.000153819,0.0000542149,0.00004248877],"category_scores_gemma":[0.0007066853,0.00006891127,0.0001638053,0.0001137442,0.0001162534,0.00008293816,0.00002924195,0.0004838627,0.000001664482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004043207,"about_ca_system_score_gemma":0.0005299594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002149172,"about_ca_topic_score_gemma":0.04683405,"domain_scores_codex":[0.9986674,0.0002757988,0.0004790979,0.00009692143,0.000203087,0.0002777416],"domain_scores_gemma":[0.9987122,0.0001745386,0.0005168995,0.0001262728,0.0002760807,0.0001939966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007026484,0.00006515135,0.9954018,0.0000339117,0.00003694027,0.00002890446,0.00009433397,0.00006262935,0.000537474,0.000145914,0.00281015,0.00008012266],"study_design_scores_gemma":[0.001372775,0.0003820307,0.995501,0.0002890308,0.0001922446,0.0004636799,0.00006651934,0.0001865888,0.00003322958,0.000200474,0.001283296,0.00002912894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9423164,0.0001045876,0.00002231213,0.0568892,0.0003176421,0.0001973842,0.00005939586,0.000002450138,0.00009066582],"genre_scores_gemma":[0.9967192,0.00004043386,0.0003318608,0.002325859,0.0001451296,0.000004250672,0.000004568717,0.000006212213,0.0004224762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05456334,"threshold_uncertainty_score":0.9705588,"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."}}