{"id":"W3175117496","doi":"10.1016/j.rmed.2021.106524","title":"Asthma patients' and physicians’ perspectives on the burden and management of asthma","year":2021,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université du Québec à Montréal; University of Toronto","funders":"Grifols; European Academy of Allergy and Clinical Immunology; Mylan; Astellas Pharma; Covis Pharma; AstraZeneca; CSL Behring; Chiesi Farmaceutici; Sanofi; Regeneron Pharmaceuticals; American Thoracic Society; Teva Pharmaceutical Industries; GlaxoSmithKline","keywords":"Medicine; Asthma; Exacerbation; Family medicine; Asthma exacerbations; Asthma management; Formoterol; Inhaled corticosteroids; Clinical Practice; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002058495,0.0001912933,0.0003677533,0.00008584962,0.0001129663,0.000007464621,0.0000648354,0.00005459409,0.000163556],"category_scores_gemma":[0.0001352259,0.0001159778,0.00005861666,0.0002317822,0.0005365956,0.00004189248,0.0000804354,0.0001535197,0.000006138802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002863641,"about_ca_system_score_gemma":0.00004486584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004737132,"about_ca_topic_score_gemma":8.43076e-7,"domain_scores_codex":[0.9985902,0.0001192027,0.0002716534,0.0003701263,0.0004601467,0.0001886871],"domain_scores_gemma":[0.9990374,0.0001216828,0.000113489,0.0003669463,0.0002108973,0.0001495814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001735077,0.001721833,0.04377263,0.003747251,0.001452534,0.001651254,0.01857147,0.00001526036,0.0202767,0.03981034,0.03258063,0.834665],"study_design_scores_gemma":[0.006540614,0.003655257,0.5619896,0.002934399,0.0003064167,0.00002226331,0.05706821,0.00004024802,0.003108264,0.000125285,0.3638766,0.0003328821],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749018,0.01216869,0.00001650003,0.00489272,0.00008227692,0.0003820868,0.000009638707,0.00002646361,0.007519804],"genre_scores_gemma":[0.9956805,0.000746017,0.00004595775,0.002428024,0.0005790355,0.00002029344,0.000006042067,0.00002498436,0.0004691213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8343321,"threshold_uncertainty_score":0.4729438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552927965177272,"score_gpt":0.2711886838979166,"score_spread":0.2556594042461439,"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."}}