{"id":"W4394060976","doi":"10.1053/j.gastro.2024.02.049","title":"Nutrition Assessment and Management in Celiac Disease","year":2024,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Gluten free; Dietary management; Overweight; Obesity; Disease; Gluten; Intensive care medicine; Narrative review; Environmental health; Internal medicine; Pathology","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":[0.001088202,0.000284851,0.0006038662,0.001094926,0.0005586256,0.0007736083,0.00026529,0.0005041211,0.0009232739],"category_scores_gemma":[0.00386119,0.0001239224,0.0002665732,0.0009922755,0.0001893905,0.0006605057,0.0006674032,0.001100035,0.0001858584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000761135,"about_ca_system_score_gemma":0.0009805555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004577209,"about_ca_topic_score_gemma":0.007107925,"domain_scores_codex":[0.9994208,0.000271723,0.0000985173,0.00002637127,0.0001262122,0.00005650243],"domain_scores_gemma":[0.9992315,0.0002396889,0.0001527405,0.00001013299,0.0001828239,0.0001832218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001377165,0.001955554,0.4914382,0.001265896,0.0002311791,0.002121766,0.0008900954,0.0004993171,0.00101366,0.0004594341,0.009776467,0.4889713],"study_design_scores_gemma":[0.0003531337,0.002757426,0.942901,0.004732361,0.0003901817,0.006458621,0.002818009,0.001581825,0.0009193591,0.002240092,0.03478514,0.00006294763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6827795,0.2444459,0.002004399,0.02337569,0.001182095,0.0002534707,0.0003899354,0.00008957162,0.04547947],"genre_scores_gemma":[0.9240504,0.06241367,0.006601493,0.00309437,0.0007083888,0.0001466561,0.0003296423,0.00001206301,0.002643351],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004577209,"threshold_uncertainty_score":0.009101152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271260178883463,"score_gpt":0.3369707529326634,"score_spread":0.3242581511438288,"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."}}