{"id":"W2298649976","doi":"10.1155/2008/973062","title":"Asthma Worsenings: Approaches to Prevention and Management from the Asthma Worsenings Working Group","year":2008,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; St. Joseph’s Healthcare Hamilton; University of Alberta Hospital; Université de Montréal; McGill University; York Central Hospital; Hôpital du Sacré-Cœur de Montréal; McMaster University; Izaak Walton Killam Health Centre; University of Toronto; Dalhousie University; University of British Columbia; College & Association of Registered Nurses of Alberta; Alberta Hospital Edmonton; Vancouver General Hospital; Mount Sinai Hospital","funders":"National Center for Advancing Translational Sciences; Sanofi; University of British Columbia; Purdue Pharma; AstraZeneca Canada; Lung Health Foundation; GlaxoSmithKline; Pfizer Canada; Novartis Pharmaceuticals Canada; Purdue University; AstraZeneca; European Respiratory Society; Pfizer","keywords":"Medicine; Asthma; Inhaler; Disease management; Family medicine; Intensive care medicine; Health literacy; Certification; Patient education; Health care; Disease; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01352978,0.001377909,0.001323576,0.004886964,0.007837061,0.006254288,0.004482134,0.006551386,0.006907269],"category_scores_gemma":[0.01763267,0.0007456466,0.001389664,0.002991637,0.004339171,0.003418179,0.009930617,0.0152976,0.00251514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02285662,"about_ca_system_score_gemma":0.09576603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.339285,"about_ca_topic_score_gemma":0.545593,"domain_scores_codex":[0.9894122,0.002061454,0.0008788854,0.0005698625,0.005585233,0.001492252],"domain_scores_gemma":[0.9796771,0.00139528,0.0008615581,0.0003104779,0.00668663,0.01106897],"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":[0.00002203397,0.0002630361,0.003467945,0.0007733564,0.00003369791,0.000442563,0.002432152,0.0001866974,0.0001301163,0.005303704,0.6812206,0.305724],"study_design_scores_gemma":[0.0001237844,0.0001456293,0.02008587,0.005462005,0.00006999742,0.000783215,0.004455765,0.0002495496,0.00008093379,0.008015583,0.9604365,0.00009124292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001059989,0.07944212,0.001865292,0.8711724,0.01148429,0.0003690705,0.0001378661,0.0001345862,0.03433443],"genre_scores_gemma":[0.04543549,0.4645218,0.02786241,0.3693478,0.03045178,0.002024004,0.001756436,0.0002686526,0.05833151],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.339285,"threshold_uncertainty_score":0.6746204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06859438190427689,"score_gpt":0.2452847881007669,"score_spread":0.17669040619649,"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."}}