{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001830469,0.0001902573,0.0004301657,0.0004516713,0.0002644349,0.0003513376,0.0001029629,0.0003459235,0.000688471],"category_scores_gemma":[0.0003615251,0.00009965787,0.0001456504,0.0004562515,0.0001804018,0.000120914,0.0001366063,0.0002664624,0.0002004411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000939857,"about_ca_system_score_gemma":0.0001042785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004565709,"about_ca_topic_score_gemma":0.0005936728,"domain_scores_codex":[0.9998038,0.0000371257,0.00001363918,0.0000796926,0.00003877778,0.00002698269],"domain_scores_gemma":[0.9998513,0.0000365727,0.00003167839,0.00001479305,0.00003770001,0.00002790545],"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":[0.003317814,0.0004543005,0.4276266,0.0001957357,0.00008595031,0.001321112,0.001059003,0.0002395075,0.5401581,0.00008499782,0.0003662067,0.02509072],"study_design_scores_gemma":[0.0000301067,0.001443052,0.9715841,0.00001535812,0.00008190222,0.001335602,0.0007407581,0.0007849573,0.02281367,0.00008921028,0.001067295,0.0000139628],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985942,0.0002981254,0.0005823543,0.00001579121,0.000009994606,0.00002786816,0.0002144216,0.000008705935,0.0002485539],"genre_scores_gemma":[0.9969073,0.0002272565,0.001410929,0.00009146048,0.00002225516,0.00007220018,0.0006774269,0.000005207558,0.0005859631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000688471,"threshold_uncertainty_score":0.002303123,"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."}}