{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002469481,0.0002531296,0.0002949253,0.0004061874,0.000336444,0.0004341117,0.0001051149,0.0002454965,0.0009238383],"category_scores_gemma":[0.0005070432,0.000110376,0.000237373,0.00033957,0.0002879345,0.0002308448,0.0003143561,0.0003483986,0.0001298896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003425523,"about_ca_system_score_gemma":0.0002892938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001911436,"about_ca_topic_score_gemma":0.002443957,"domain_scores_codex":[0.9997357,0.00004365047,0.00002109378,0.00006028932,0.00006742052,0.00007182347],"domain_scores_gemma":[0.9996107,0.00006114111,0.0001636951,0.00001266992,0.00005313156,0.00009864188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005589385,0.0001064771,0.9730545,0.00006129443,0.00003491772,0.0004531629,0.0004921422,0.00004653456,0.01642591,0.0000180312,0.00007716706,0.00867089],"study_design_scores_gemma":[0.000003000769,0.0003203925,0.9977096,0.000007601716,0.00001531836,0.0005317135,0.0003770212,0.00002799794,0.0007997253,0.00000728204,0.000198283,0.000002066564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993736,0.000342924,0.00001946708,0.00001194295,0.000002203099,0.000004138568,0.00005436365,0.000001066887,0.0001903773],"genre_scores_gemma":[0.9993715,0.0002825748,0.0001204295,0.0000169578,0.000003662544,0.000005876404,0.00009448088,0.000001159874,0.0001034436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001911436,"threshold_uncertainty_score":0.00380069,"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."}}