{"id":"W4413054876","doi":"10.1016/j.smim.2025.101982","title":"Potential role of microbes in antigen-based food sensitivities","year":2025,"lang":"en","type":"review","venue":"Seminars in Immunology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Ministerio de Universidades; European Commission; Natural Sciences and Engineering Research Council of Canada; Crohn's and Colitis Canada; Instituto de Salud Carlos III; Canadian Institutes of Health Research; Agencia Estatal de Investigación; Ministerio de Ciencia, Innovación y Universidades","keywords":"Disease; Food allergy; Immunology; Immune system; Biology; Mechanism (biology); Narrative review; Population; Allergy; Medicine; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003098206,0.0002901299,0.001740784,0.001590572,0.00001833258,0.000006931577,0.0001890888,0.0003279404,0.00006383296],"category_scores_gemma":[0.0001827617,0.0002724512,0.000380003,0.0005868748,0.0002373656,0.00002072464,0.0002427762,0.000497906,0.00001254847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002050627,"about_ca_system_score_gemma":0.001031236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001189591,"about_ca_topic_score_gemma":0.00007241006,"domain_scores_codex":[0.9980717,0.0002989786,0.0006083092,0.0003747883,0.0001687504,0.0004774861],"domain_scores_gemma":[0.9990513,0.0002234185,0.0001448247,0.0004848713,0.00005250709,0.00004303642],"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":[0.0001714444,0.0004630122,0.00008888393,0.02688422,0.0003644767,0.0004969983,0.00004366241,0.000002149022,0.0002360076,0.0001905152,0.0003533955,0.9707052],"study_design_scores_gemma":[0.001616846,0.000649983,0.00034714,0.08370423,0.0004452817,0.00005833179,0.0005640315,0.00001244285,0.0004699068,0.0001683772,0.9116519,0.0003115429],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001289836,0.9954492,0.000009014874,0.00006071424,0.0001628865,0.001102316,0.000085662,0.00001846713,0.001821931],"genre_scores_gemma":[0.0017005,0.9970878,0.0001264559,0.00002960776,0.00002502915,0.0001080307,0.0003102565,0.00002526007,0.0005870503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9703937,"threshold_uncertainty_score":0.9999728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101850967808138,"score_gpt":0.3058384854123875,"score_spread":0.2956533886315736,"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."}}