{"id":"W4411966460","doi":"10.1016/j.jaip.2025.06.028","title":"Step Down From Scheduled Inhaled Corticosteroids (ICS) Plus As-Needed Fast-Acting Beta-Agonists (FABA) to As-Needed ICS/FABA: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Inhaled corticosteroids; Meta-analysis; BETA (programming language); Pharmacology; Internal medicine; Asthma","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005775935,0.00247849,0.01543977,0.002958049,0.0004124315,0.002269703,0.001861866,0.001980547,0.004726736],"category_scores_gemma":[0.01204389,0.00126459,0.02748944,0.00368312,0.000541735,0.001854325,0.001390383,0.002201186,0.0004182031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799303,"about_ca_system_score_gemma":0.002720754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006532391,"about_ca_topic_score_gemma":0.02226787,"domain_scores_codex":[0.9963174,0.001437693,0.00113885,0.0005214539,0.0003794821,0.0002050605],"domain_scores_gemma":[0.9954385,0.00318275,0.0008207739,0.0001391343,0.0003100679,0.0001087674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005293351,0.00008302677,0.002203905,0.4870506,0.4765982,0.0001246529,0.00009810432,0.0005205178,0.0004297941,0.0001664424,0.0008531713,0.02657839],"study_design_scores_gemma":[0.002237434,0.0003552064,0.002726892,0.02532293,0.9668583,0.00008316552,0.00006621845,0.0001438207,0.0001273659,0.0002166352,0.001829027,0.00003306106],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003364966,0.9955906,0.0002975747,0.0001214019,0.0001443986,0.0001401139,0.0002001587,0.00001380938,0.0001270506],"genre_scores_gemma":[0.1227242,0.8721848,0.002225548,0.001318721,0.0001901012,0.000437397,0.0004653198,0.00002284899,0.0004310467],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01543977,"threshold_uncertainty_score":0.03054637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07626170908607056,"score_gpt":0.4272976115705926,"score_spread":0.351035902484522,"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."}}