{"id":"W1981825620","doi":"10.3109/02770903.2011.654300","title":"Peripheral Blood Gene Expression Changes during Allergen Inhalation Challenge in Atopic Asthmatic Individuals","year":2012,"lang":"en","type":"article","venue":"Journal of Asthma","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Vancouver Coastal Health; McMaster University; St. Paul's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Inhalation; Microarray; Transcriptome; Allergen; Medicine; Asthma; Immunology; Microarray analysis techniques; Gene expression; Peripheral blood mononuclear cell; Allergy; Gene; Biology; Anesthesia; In vitro; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001384331,0.0001548168,0.0003144745,0.0002554111,0.0001324464,0.0002969798,0.0000749856,0.0002604488,0.00111906],"category_scores_gemma":[0.0002526734,0.0000825199,0.0001093902,0.000262464,0.0001182124,0.00008530892,0.0001103851,0.0002284365,0.0002133555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008075227,"about_ca_system_score_gemma":0.00006148468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002940973,"about_ca_topic_score_gemma":0.0003699386,"domain_scores_codex":[0.9998833,0.00002108366,0.000006675178,0.00004376605,0.00002732027,0.00001783619],"domain_scores_gemma":[0.999892,0.00003412996,0.00003026973,0.000007608085,0.00001658426,0.00001944909],"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":[0.002960104,0.0001240402,0.2209325,0.0001141967,0.00006403648,0.0005974045,0.0002374679,0.0001435294,0.7629249,0.00003394523,0.0002077372,0.01166022],"study_design_scores_gemma":[0.00001592074,0.0007088078,0.9761677,0.000007819732,0.00004348903,0.00075866,0.000162498,0.0003494407,0.02139921,0.00003435066,0.0003481879,0.000003928912],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990578,0.000251973,0.000209523,0.00001311078,0.000003260201,0.000006894943,0.000281656,0.000007596803,0.0001682351],"genre_scores_gemma":[0.998133,0.0001941937,0.0004825511,0.00004640253,0.000008789204,0.00002793198,0.0006948785,0.000005115269,0.0004072292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00111906,"threshold_uncertainty_score":0.003743589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01733837868374156,"score_gpt":0.2687675145175564,"score_spread":0.2514291358338148,"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."}}