{"id":"W2766577410","doi":"10.4049/jimmunol.1700378","title":"Investigating Immune Gene Signatures in Peripheral Blood from Subjects with Allergic Rhinitis Undergoing Nasal Allergen Challenge","year":2017,"lang":"en","type":"article","venue":"The Journal of Immunology","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Hamilton Health Sciences; Prevention of Organ Failure; McMaster University; St. Paul's Hospital; Queen's University; Kingston Health Sciences Centre; University of British Columbia","funders":"","keywords":"Allergen; Peripheral blood; Immunology; Immune system; Medicine; Allergy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005210518,0.0002118193,0.0005583677,0.0001178329,0.0003643904,0.00004759631,0.0003985455,0.0001894823,0.0001367423],"category_scores_gemma":[0.0003931668,0.0001354439,0.00009399063,0.0000626281,0.0003332605,0.0002221595,0.0001048282,0.0008165611,0.000003581281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006487999,"about_ca_system_score_gemma":0.0002913414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004325164,"about_ca_topic_score_gemma":0.001005973,"domain_scores_codex":[0.9983693,0.0002682115,0.00060323,0.0001506548,0.0002970471,0.0003115533],"domain_scores_gemma":[0.9980687,0.0002634024,0.0009067476,0.0004722366,0.0002162959,0.00007260784],"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":[0.006677676,0.001153991,0.02504412,0.00009921525,0.007765576,0.007001441,0.04214133,0.004519507,0.8943824,0.002175757,0.0003311297,0.008707839],"study_design_scores_gemma":[0.02497373,0.006346326,0.9162329,0.002169104,0.0006393031,0.00588128,0.006521187,0.001403952,0.03119723,0.003670552,0.0002981429,0.0006662456],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815595,0.01166644,0.0001179457,0.00418395,0.0003305529,0.0001535085,0.000001859715,0.00001379637,0.001972448],"genre_scores_gemma":[0.9902694,0.007593734,0.00140291,0.0002534842,0.0003350915,0.00000186247,0.000008452585,0.00003683219,0.00009822987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8911888,"threshold_uncertainty_score":0.5523244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012539088046034,"score_gpt":0.2484989024878606,"score_spread":0.2283735116074003,"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."}}