{"id":"W4411990250","doi":"10.1016/j.giec.2025.01.009","title":"The Gluten-Free Diet for Celiac Disease","year":2025,"lang":"en","type":"review","venue":"Gastrointestinal Endoscopy Clinics of North America","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Celiac Association","funders":"","keywords":"Medicine; Gluten free; Gluten; Gastroenterology; Disease; 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":[0.0006164855,0.0006953839,0.00177212,0.001679967,0.0001554566,0.0007292819,0.0007145539,0.0009229242,0.004134359],"category_scores_gemma":[0.0008007506,0.0001933134,0.0007099565,0.001941162,0.0003429966,0.0008323122,0.0005609714,0.001475749,0.001115714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005060298,"about_ca_system_score_gemma":0.0007590805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001885771,"about_ca_topic_score_gemma":0.003455237,"domain_scores_codex":[0.9998204,0.00003866815,0.00003678133,0.00002803419,0.00005691352,0.00001907826],"domain_scores_gemma":[0.9997178,0.0001407893,0.00006720625,0.0000068334,0.00004761739,0.00001967003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002201326,0.00006883337,0.0001511057,0.04178654,0.0003231764,0.00009629168,0.0000228505,0.0001301768,0.0005490183,0.001072173,0.02506844,0.9305112],"study_design_scores_gemma":[0.0003404049,0.0003287251,0.002962176,0.0336252,0.001876747,0.001348575,0.0000977514,0.0001064576,0.0003597245,0.001430489,0.9574872,0.00003656132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005155603,0.9994676,0.00002079985,0.00009810626,0.00009519128,0.000001826384,0.000008893936,0.000001864265,0.0002542243],"genre_scores_gemma":[0.0004130853,0.9990653,0.00006135657,0.0001783356,0.00008619406,0.000002535071,0.00001901673,5.599295e-7,0.0001736813],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004134359,"threshold_uncertainty_score":0.01383078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03641523026967435,"score_gpt":0.3841518181834211,"score_spread":0.3477365879137468,"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."}}