{"id":"W4412105838","doi":"10.3390/jcm14144848","title":"Micronutrient Deficiencies Associated with a Gluten-Free Diet in Patients with Celiac Disease and Non-Celiac Gluten or Wheat Sensitivity: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Università degli Studi di Salerno; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; University of Glasgow; Università degli Studi G. d'Annunzio Chieti - Pescara; Canadian Institutes of Health Research; Manisa Celal Bayar Üniversitesi; McMaster University","keywords":"Medicine; Micronutrient; Meta-analysis; Observational study; Internal medicine; Gluten; Vitamin B12; Gluten free; Cohort study; Randomized controlled trial; Disease; Gastroenterology; Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01119857,0.002308454,0.01967434,0.00668521,0.000713003,0.003493689,0.002009911,0.002468105,0.002611022],"category_scores_gemma":[0.03071424,0.001537626,0.03166777,0.007698852,0.000738734,0.001603813,0.001600457,0.001459319,0.0001719069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003071752,"about_ca_system_score_gemma":0.00393497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00798595,"about_ca_topic_score_gemma":0.01641639,"domain_scores_codex":[0.9914498,0.003370364,0.002895823,0.0009071956,0.001075412,0.000301455],"domain_scores_gemma":[0.981323,0.01293935,0.00369684,0.000460584,0.001339764,0.000240437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001442481,0.00003066175,0.006540219,0.4995373,0.4826493,0.000168898,0.0001010532,0.0003302298,0.0001813089,0.00008396013,0.0003733151,0.008561173],"study_design_scores_gemma":[0.0003991538,0.0001788012,0.004761259,0.037305,0.9559064,0.0001437815,0.00005719976,0.0001427979,0.00008589551,0.0001035045,0.0008959241,0.00002028847],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006232799,0.9925547,0.000263241,0.0001407027,0.00008489364,0.0002648779,0.0002897242,0.00001337714,0.0001555957],"genre_scores_gemma":[0.1973106,0.7974736,0.002019305,0.0007445931,0.0001979311,0.001270069,0.0006867587,0.00001738734,0.0002798045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01967434,"threshold_uncertainty_score":0.05922437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08684180123075287,"score_gpt":0.4134184354771038,"score_spread":0.326576634246351,"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."}}