{"id":"W4312294278","doi":"10.1183/13993003.congress-2022.1020","title":"Reduction in work and activity impairment within 6 months of benralizumab initiation in Canadians with severe eosinophilic asthma","year":2022,"lang":"en","type":"article","venue":"05.01 - Airway pharmacology and treatment","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; University of Regina; University of Calgary; Vitalité Health Network; McMaster University; Barrie Urology Group; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; AstraZeneca (Canada); University of Alberta; University of Saskatchewan","funders":"","keywords":"Benralizumab; Medicine; Absenteeism; Asthma; Internal medicine; Physical therapy; Eosinophil; Mepolizumab; Psychology","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":[0.000294275,0.0001599255,0.0002900095,0.0002600613,0.0004725441,0.000002026197,0.00004004788,0.00009395429,0.0002411808],"category_scores_gemma":[0.000007203851,0.0001334248,0.00001998067,0.0003334437,0.0000689951,0.00009158607,0.00004222862,0.0003374993,0.000001243791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009586088,"about_ca_system_score_gemma":0.001133366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008969445,"about_ca_topic_score_gemma":0.008184992,"domain_scores_codex":[0.9979801,0.0008816319,0.0003397099,0.0002956199,0.0001164816,0.0003864974],"domain_scores_gemma":[0.9993093,0.0001481935,0.000201667,0.00008948622,0.00002146965,0.0002298787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006648395,0.002234846,0.9550316,0.0003238776,0.0001206322,0.0003088152,0.0114271,0.00310942,0.0001813714,0.00007475992,0.001574567,0.01896463],"study_design_scores_gemma":[0.01432009,0.004218496,0.9730642,0.00006063192,0.0001419714,0.00002956587,0.004536613,0.0002222324,0.0001935908,0.00008253782,0.002856795,0.0002733171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953904,0.0008715168,8.823672e-7,0.001749344,0.0002609503,0.001416516,0.0001157295,0.00001831368,0.0001763318],"genre_scores_gemma":[0.9978686,0.0003424659,0.00001900175,0.0004490303,0.00007947154,0.001089551,0.0000274345,0.00001224509,0.0001121761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01869131,"threshold_uncertainty_score":0.9976299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538336955539962,"score_gpt":0.347704283367291,"score_spread":0.3223209138118914,"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."}}