{"id":"W2031494108","doi":"10.1016/j.jaci.2010.07.019","title":"Uniform definition of asthma severity, control, and exacerbations: Document presented for the World Health Organization Consultation on Severe Asthma","year":2010,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":739,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of British Columbia","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Asthma; Medicine; Public health; Intensive care medicine; Pediatrics; Family medicine; Internal medicine; Pathology","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":[0.02977355,0.002261583,0.006328307,0.005422262,0.002139409,0.003298546,0.006750982,0.005273479,0.002730046],"category_scores_gemma":[0.04121654,0.001541619,0.007795024,0.003857781,0.002803337,0.002653524,0.004318975,0.0142012,0.002159313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006875239,"about_ca_system_score_gemma":0.02238891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05110594,"about_ca_topic_score_gemma":0.06567643,"domain_scores_codex":[0.9711908,0.007596702,0.01188418,0.0007837193,0.00663165,0.001912944],"domain_scores_gemma":[0.9605356,0.00891097,0.005535901,0.001516513,0.02125774,0.002243344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004977135,0.000719737,0.02572192,0.004619922,0.0004183289,0.0009854428,0.001777187,0.002441837,0.002702546,0.02010854,0.8035119,0.1364948],"study_design_scores_gemma":[0.0005683078,0.00121277,0.1875931,0.01957537,0.001027325,0.003378802,0.002686213,0.00385241,0.002863409,0.01283696,0.7638333,0.0005719692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.02478157,0.1729021,0.151705,0.4180515,0.0638876,0.01320922,0.06785236,0.002759994,0.08485065],"genre_scores_gemma":[0.1063267,0.07924107,0.4954071,0.1195895,0.02519623,0.02408333,0.1195278,0.001071134,0.02955705],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05110594,"threshold_uncertainty_score":0.1574594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01902577082655661,"score_gpt":0.3256581930673123,"score_spread":0.3066324222407557,"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."}}