{"id":"W4379877876","doi":"10.1016/j.jaip.2023.05.044","title":"Impact of Initiating Biologics in Patients With Severe Asthma on Long-Term Oral Corticosteroids or Frequent Rescue Steroids (GLITTER): Data From the International Severe Asthma Registry","year":2023,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"Genentech; Grifols; Queen's University; Sanofi Genzyme; Incyte; Efficacy and Mechanism Evaluation Programme; Optimum Patient Care; Mylan; AstraZeneca; Respiratory Effectiveness Group; Queen's University Belfast; Cerecor; Covis Pharma; Regeneron Pharmaceuticals; Teva Pharmaceutical Industries; Sanofi; AstraZeneca UK; Amgen; AKL Research and Development; Pfizer; MedImmune; GlaxoSmithKline","keywords":"Medicine; Asthma; Inhaled corticosteroids; Term (time); Rescue therapy; Asthma exacerbations; Pediatrics; Intensive care medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004781619,0.0002361595,0.0005496537,0.0008052257,0.0003394853,0.0007466082,0.0004973427,0.0003746161,0.0008853767],"category_scores_gemma":[0.01132208,0.000252062,0.00143573,0.001444701,0.0002656322,0.0005750624,0.0006275785,0.0007226787,0.0001523841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005148508,"about_ca_system_score_gemma":0.0008134631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004374934,"about_ca_topic_score_gemma":0.005955697,"domain_scores_codex":[0.9960576,0.001290821,0.0006506083,0.0008765084,0.0008527611,0.0002717509],"domain_scores_gemma":[0.9820823,0.002367499,0.01280988,0.001443501,0.0006381118,0.0006586283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001814189,0.00002006021,0.9985583,0.00001295485,0.0001450456,0.00001754694,0.00001609884,0.00007776052,0.00002170797,0.00001837538,0.000125782,0.0008048812],"study_design_scores_gemma":[0.0000402519,0.000149762,0.9987605,0.0000146749,0.0001667086,0.0001453938,0.00005953011,0.0003391212,0.0000497137,0.00002620798,0.0002433599,0.000004824567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968324,0.0006562493,0.0002416833,0.0001082041,0.00001497033,0.00002904665,0.001663421,0.000006017948,0.0004479608],"genre_scores_gemma":[0.9975688,0.0002226619,0.0001674588,0.00004839653,0.00001938552,0.00002273265,0.001889552,0.000002781667,0.00005816391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004781619,"threshold_uncertainty_score":0.02528793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06933092115743572,"score_gpt":0.3927836453714649,"score_spread":0.3234527242140292,"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."}}