{"id":"W4412840911","doi":"10.1111/pai.70156","title":"Impact of oral immunotherapy on diversity of gut microbiota in food‐allergic children","year":2025,"lang":"en","type":"article","venue":"Pediatric Allergy and Immunology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Hospitalier Universitaire Sainte-Justine; Université du Québec à Chicoutimi","funders":"Canada Research Chairs; Université du Québec à Chicoutimi","keywords":"Oral immunotherapy; Gut flora; Dysbiosis; Medicine; Food allergy; Allergy; Immunology; Feces; Oral food challenge; Biology; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001011534,0.0001457181,0.0002778705,0.0002045052,0.000067143,0.000002491876,0.0002052732,0.0002488815,0.0000288872],"category_scores_gemma":[0.00001553626,0.0001335695,0.0001130922,0.000182495,0.0001159913,0.000002998255,0.0002617289,0.0001292258,0.00000132613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002200011,"about_ca_system_score_gemma":0.0001419948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006913359,"about_ca_topic_score_gemma":0.0001311194,"domain_scores_codex":[0.9991525,0.0000768617,0.0002680321,0.0002454883,0.00003261003,0.0002244644],"domain_scores_gemma":[0.9995726,0.00001602257,0.00009762483,0.0002467975,0.00004715079,0.00001984354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001191823,0.0004311244,0.3929738,0.00002781465,0.0007492882,6.692351e-7,0.0001546373,0.00003819984,0.6015617,0.0003491248,0.001006159,0.001515674],"study_design_scores_gemma":[0.001918938,0.001470191,0.9924435,0.000007064643,0.000009557039,0.000004771037,0.00001602062,9.48037e-7,0.003536212,0.00006547202,0.0004196648,0.0001076723],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906605,0.008735428,0.00001894762,0.00005739401,0.00009284098,0.0001339352,0.00003428119,0.000003654231,0.0002629716],"genre_scores_gemma":[0.9854919,0.01418754,0.0000572382,0.00006407616,0.00002199264,0.000002076846,0.00005433158,0.000007057211,0.0001138298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5994697,"threshold_uncertainty_score":0.5446806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005782344580409175,"score_gpt":0.2457988173602886,"score_spread":0.2400164727798794,"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."}}