{"id":"W2014095457","doi":"10.1038/mi.2015.15","title":"TGF-β-mediated airway tolerance to allergens induced by peptide-based immunomodulatory mucosal vaccination","year":2015,"lang":"en","type":"article","venue":"Mucosal Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Christie (Canada)","funders":"Canadian Institutes of Health Research; McGill University Health Centre; McGill University","keywords":"Immunology; Ovalbumin; Immune system; Medicine; Vaccination; Immune tolerance; FOXP3; Transforming growth factor; Sensitization; Allergy; Biology; Internal medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002676041,0.000372082,0.0005622699,0.0003137507,0.0001278388,0.00002404544,0.0002763562,0.0003668263,0.0004117847],"category_scores_gemma":[0.0004763466,0.0003421097,0.0001609745,0.000442773,0.00008373874,0.0001431884,0.0001032813,0.0004126035,0.001222239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003098008,"about_ca_system_score_gemma":0.0007225016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001120929,"about_ca_topic_score_gemma":0.00002756803,"domain_scores_codex":[0.997672,0.000211971,0.0005390916,0.0005535041,0.0003844564,0.0006389963],"domain_scores_gemma":[0.9981638,0.00008550975,0.0001611901,0.0006518325,0.000451833,0.0004858114],"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":[0.004107031,0.001821506,0.01815357,0.00008643763,0.0003749384,0.0002080558,0.0007784271,0.0001910151,0.8487779,0.0001117496,0.09262493,0.03276446],"study_design_scores_gemma":[0.01892741,0.006598191,0.5127479,0.0001491853,0.0002126628,0.00008750053,0.0008204305,0.001555135,0.08102421,0.00006290005,0.3763817,0.001432848],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902598,0.00303866,0.0004787689,0.002698966,0.001033553,0.0006927822,0.00004792658,0.0003242242,0.001425322],"genre_scores_gemma":[0.9948993,0.00001767851,0.0002372661,0.003287766,0.0002215592,0.0001206774,0.0003451334,0.00007535771,0.0007952853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7677537,"threshold_uncertainty_score":0.9999031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033639177698249,"score_gpt":0.27265091542795,"score_spread":0.2523145236509675,"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."}}