{"id":"W2337074695","doi":"10.1242/bio.014464","title":"Biosignature for airway inflammation in a house dust mite-challenged murine model of allergic asthma","year":2016,"lang":"en","type":"article","venue":"Biology Open","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Respiratory Research Network; Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"Reseau canadien de recherche respiratoire; Manitoba Health Research Council","keywords":"House dust mite; Asthma; Biology; Allergic asthma; Inflammation; Immunology; Allergic inflammation; Respiratory Hypersensitivity; Animal model; Allergy; Allergen","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":[0.0005381713,0.0007835396,0.0004923891,0.0006452057,0.0002463787,0.0004699845,0.0002915357,0.0007322654,0.001421043],"category_scores_gemma":[0.0001845747,0.0002849569,0.0005272894,0.0003958289,0.0004324525,0.0002823822,0.0002002959,0.001510237,0.0004388845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003026051,"about_ca_system_score_gemma":0.0001955182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001591612,"about_ca_topic_score_gemma":0.0004104454,"domain_scores_codex":[0.9993777,0.0001190422,0.00006613122,0.0001524478,0.0001767963,0.0001078511],"domain_scores_gemma":[0.9997239,0.00005149902,0.0001119347,0.00004110318,0.00003672716,0.00003492886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001358337,0.000142501,0.00006564621,0.00003726245,0.000003308972,0.00001281983,0.00001319499,0.00004687936,0.9990226,0.00002605139,0.00002213423,0.0004717041],"study_design_scores_gemma":[0.0000378698,0.001767151,0.00277462,0.000009276297,0.00002200224,0.00008242539,0.00002572016,0.0006708004,0.9934886,0.00004596926,0.001069315,0.000006269747],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807015,0.001965918,0.01360111,0.0002233027,0.0001806077,0.0004100981,0.001253448,0.0003734241,0.001290606],"genre_scores_gemma":[0.9606338,0.00174159,0.02855114,0.0002782237,0.0000796454,0.001661732,0.002124017,0.00009009329,0.004839787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001421043,"threshold_uncertainty_score":0.004753828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03738196350235531,"score_gpt":0.3096818634954342,"score_spread":0.2722998999930789,"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."}}