{"id":"W4411011164","doi":"10.1016/j.rmed.2025.108197","title":"Glucagon-like peptide 1 (GLP-1) receptor agonists and asthma and COPD exacerbations in adults with diabetes: A systematic review","year":2025,"lang":"en","type":"review","venue":"Respiratory Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; Physicians' Services Incorporated Foundation","keywords":"Medicine; Asthma; COPD; Glucagon-like peptide-1; Diabetes mellitus; Glucagon-like peptide 1 receptor; Asthma exacerbations; B2 receptor; Internal medicine; Receptor; Intensive care medicine; Agonist; Endocrinology; Type 2 diabetes","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":[0.002695106,0.001488358,0.00937819,0.004292042,0.0004246378,0.002273122,0.0015805,0.002054867,0.006430811],"category_scores_gemma":[0.009945589,0.001160986,0.01048779,0.004928042,0.0005896658,0.001649066,0.001693875,0.001670629,0.0004156925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002058367,"about_ca_system_score_gemma":0.005066823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0123608,"about_ca_topic_score_gemma":0.0432319,"domain_scores_codex":[0.9980045,0.0004901302,0.000822088,0.0002287192,0.000328804,0.0001257246],"domain_scores_gemma":[0.9955968,0.002826791,0.001115673,0.00006207635,0.0002930935,0.00010551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004212671,0.00002554802,0.0007753783,0.9461198,0.02888943,0.0001121596,0.0001056802,0.0001040656,0.0001953461,0.0001061502,0.001637315,0.02150773],"study_design_scores_gemma":[0.001728079,0.0003662647,0.007792092,0.5348282,0.4338726,0.0004667145,0.0003142589,0.0001389948,0.0001893197,0.0002973686,0.01992348,0.00008276961],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009257178,0.9982115,0.00007224446,0.0001159474,0.0001044329,0.0001352797,0.0002764714,0.000008240208,0.0001501583],"genre_scores_gemma":[0.01191718,0.9867082,0.0003047738,0.0005880689,0.00006235029,0.0001515061,0.0001325354,0.000003952112,0.0001314905],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0123608,"threshold_uncertainty_score":0.02457774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060516200640767,"score_gpt":0.3009434144711124,"score_spread":0.2803382524647048,"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."}}