{"id":"W3130559363","doi":"10.1007/s12325-021-01621-0","title":"Global Quality Statements on Reliever Use in Asthma in Adults and Children Older than 5 Years of Age","year":2021,"lang":"en","type":"article","venue":"Advances in Therapy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; College of Family Physicians of Canada; McMaster University; University of Toronto","funders":"Grifols; Novo Nordisk; University of New South Wales; Imperial College London; Imperial College Healthcare NHS Trust; Covis Pharma; Sanofi; Universidade do Minho; University of Toronto; GlaxoSmithKline; Purdue University; AstraZeneca; McMaster University; Pfizer","keywords":"Medicine; Asthma; Exacerbation; Health care; Quality (philosophy); Family medicine; Pandemic; Quality of life (healthcare); Quality management; Intensive care medicine; Disease; Nursing; Coronavirus disease 2019 (COVID-19); Internal medicine; Operations management; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001063767,0.00008695687,0.0002198953,0.00005452981,0.000006522489,0.00000476035,0.00004007138,0.0000417602,0.00002349359],"category_scores_gemma":[0.00005039337,0.00007636062,0.00002875287,0.0002271442,0.00005831998,0.0001795951,0.00001751133,0.00007523251,0.000001192961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004261767,"about_ca_system_score_gemma":0.00004192164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002387332,"about_ca_topic_score_gemma":0.001404891,"domain_scores_codex":[0.9991059,0.0001095112,0.0002570046,0.0002204951,0.0001690173,0.0001380763],"domain_scores_gemma":[0.9996631,0.00004474359,0.00005827783,0.0001699581,0.00001912953,0.00004475494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009371033,0.0004438379,0.898035,0.00002892036,0.000007604158,0.0001498442,0.0003106378,0.00005088106,0.00005736795,0.00006097567,0.000007251816,0.09991057],"study_design_scores_gemma":[0.004795603,0.0001929013,0.9928042,0.0004650139,0.000001065507,0.000002051587,0.0001887632,0.000002626095,0.0002211683,0.0002097698,0.001041806,0.00007502078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926387,0.006881559,0.000003638139,0.00003326611,0.00004416551,0.0002150763,0.00003266907,0.00000630154,0.0001446025],"genre_scores_gemma":[0.9943293,0.005026864,0.0001185836,0.0004419731,0.0000159237,0.000008224419,0.00002103538,0.000007258117,0.00003085311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09983555,"threshold_uncertainty_score":0.3113896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564464155227903,"score_gpt":0.3584556545464622,"score_spread":0.3428110129941832,"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."}}