{"id":"W4409193575","doi":"10.1002/imt2.70024","title":"Butyrate alleviates food allergy by improving intestinal barrier integrity through suppressing oxidative stress‐mediated Notch signaling","year":2025,"lang":"en","type":"article","venue":"iMeta","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fundamental Research Funds for the Central Universities; National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Oxidative stress; Butyrate; Notch signaling pathway; Structural integrity; Medicine; Signal transduction; Chemistry; Cell biology; Biology; Food science; Internal medicine","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":[0.0001594159,0.0004502924,0.0004448979,0.0002573073,0.0001525564,0.0002632878,0.0002164435,0.0003511169,0.001593147],"category_scores_gemma":[0.0001030761,0.0001386423,0.0003604156,0.0001392138,0.0001994538,0.0002651504,0.0002413635,0.0007572529,0.000213025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001933127,"about_ca_system_score_gemma":0.00021859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006887603,"about_ca_topic_score_gemma":0.001445448,"domain_scores_codex":[0.9998564,0.00002563585,0.00002154621,0.00002572529,0.00003544363,0.00003523912],"domain_scores_gemma":[0.9999106,0.000006784039,0.00003106713,0.000007766554,0.00001871881,0.00002506367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002269752,0.0002772659,0.00118264,0.0002633328,0.00003288759,0.0001046103,0.00001857775,0.00006890159,0.9897883,0.00005415694,0.000113354,0.005826277],"study_design_scores_gemma":[0.0004783874,0.01130497,0.0341542,0.0001058736,0.0002444765,0.0005897075,0.0002272489,0.001388317,0.9418231,0.000203297,0.009460502,0.00001991535],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895815,0.006801393,0.00177011,0.0003203364,0.0001151593,0.00008035693,0.0004719466,0.0000585322,0.0008007025],"genre_scores_gemma":[0.9901568,0.003941088,0.002281536,0.0003160181,0.00004070203,0.00008241231,0.0004467378,0.00001458349,0.002720078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001593147,"threshold_uncertainty_score":0.005329609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0267313615293445,"score_gpt":0.309969256225944,"score_spread":0.2832378946965994,"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."}}