{"id":"W4407285269","doi":"10.1093/jcag/gwae059.052","title":"A52 OVERNUTRITION IN TREATED CELIAC DISEASE (CED) PATIENTS: THE NEED FOR PERSONALIZED NUTRITIONAL ASSESSMENT TO MANAGE THE METABOLIC SEQUELAE OF A GLUTEN-FREE DIET (GFD)","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Overnutrition; Gluten free; Medicine; Disease; Gluten; Intensive care medicine; Food science; Physiology; Internal medicine; Malnutrition; Biology; Pathology","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":[0.0004118811,0.0001376588,0.0003461988,0.0004939097,0.0004358005,0.0006607481,0.0001528129,0.0002609347,0.0007989907],"category_scores_gemma":[0.0009027562,0.00007918605,0.0001784371,0.0006118334,0.0001240586,0.0003674235,0.0002314941,0.0003330206,0.00009654965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003754494,"about_ca_system_score_gemma":0.0003043979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002926121,"about_ca_topic_score_gemma":0.007335545,"domain_scores_codex":[0.9997978,0.00008015882,0.00003952294,0.00002488949,0.00003072756,0.00002693774],"domain_scores_gemma":[0.9995145,0.0001279634,0.0001892636,0.0000153854,0.00005450562,0.00009855942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001449063,0.00004711074,0.9916025,0.00001969874,0.00001039101,0.0002072127,0.00003969052,0.00003131116,0.0002302468,0.000009291672,0.0001788336,0.007478671],"study_design_scores_gemma":[0.00001253792,0.0001234291,0.9983044,0.00004099389,0.00001772954,0.000522265,0.0002762912,0.0003096862,0.00008830646,0.00003589822,0.0002659178,0.000002589871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966657,0.001307629,0.0002375093,0.0004882003,0.00001529082,0.00001664969,0.0001842957,0.000008173517,0.001076563],"genre_scores_gemma":[0.9987912,0.0003922364,0.0003775597,0.0001380058,0.00002345517,0.00001458835,0.0001824682,0.000001523491,0.00007888085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002926121,"threshold_uncertainty_score":0.005818188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004762620848674993,"score_gpt":0.2334979123868431,"score_spread":0.2287352915381682,"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."}}