{"id":"W4309364181","doi":"10.1183/13993003.01194-2022","title":"Airway inflammation and hyperresponsiveness in subjects with respiratory symptoms and normal spirometry","year":2022,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Queen's University; Hôpital du Sacré-Cœur de Montréal; Université Laval; Vancouver General Hospital; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Ottawa Hospital Foundation","keywords":"Medicine; Exhaled nitric oxide; Spirometry; Methacholine; Asthma; Sputum; Internal medicine; Bronchial hyperresponsiveness; Gastroenterology; Bronchodilator; Respiratory system; Respiratory disease; Lung; Pathology; Tuberculosis","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":[0.0008526272,0.0004658086,0.0006099676,0.0009002721,0.0007482034,0.0007068163,0.0004545316,0.0009053934,0.002007143],"category_scores_gemma":[0.00240674,0.000449203,0.0003233363,0.0009062932,0.0005805948,0.0005390998,0.0006141218,0.0006902323,0.0003271065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002424193,"about_ca_system_score_gemma":0.0003647376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00269213,"about_ca_topic_score_gemma":0.002511845,"domain_scores_codex":[0.9991375,0.000214943,0.0001075535,0.0002336553,0.0001311365,0.0001751844],"domain_scores_gemma":[0.9984977,0.0002611154,0.0007091101,0.00008889209,0.00007527357,0.0003680145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002518279,0.00007715901,0.9984748,0.00001705548,0.00001383601,0.0002559822,0.00007743928,0.00001029619,0.0003228807,0.00001162024,0.00004003876,0.0004469756],"study_design_scores_gemma":[0.00001198518,0.0002124194,0.9986235,0.00000559522,0.00001284,0.0008203205,0.000129722,0.00004087065,0.00003180664,0.00002182968,0.00008584061,0.000003281715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999163,0.0002842368,0.00005130552,0.00001979334,0.000008995527,0.00001841627,0.0001810472,0.000003462289,0.0002696086],"genre_scores_gemma":[0.9995153,0.00006756199,0.0000618401,0.00002412714,0.00002239354,0.00001891954,0.000211109,0.000001284902,0.00007750054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00269213,"threshold_uncertainty_score":0.006714582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237594052811473,"score_gpt":0.2383602974452361,"score_spread":0.2259843569171214,"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."}}