{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001088698,0.0008092213,0.005316662,0.0007234376,0.00008777058,0.00002525141,0.0001698213,0.0002288676,0.00009039992],"category_scores_gemma":[0.0007339424,0.0004934176,0.0001628896,0.0009815391,0.0002849507,0.00009485847,0.0001328777,0.0004167247,0.00003286979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002951056,"about_ca_system_score_gemma":0.0003757823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001082245,"about_ca_topic_score_gemma":0.00003905785,"domain_scores_codex":[0.9962696,0.0004089,0.001439226,0.0008727798,0.0005279733,0.0004815646],"domain_scores_gemma":[0.997457,0.0005956439,0.0005891733,0.0008871934,0.0001320099,0.0003389954],"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":[0.00001788524,0.00009573786,0.000109285,0.9175244,0.0005767319,0.00006687207,0.00008382648,1.4361e-8,2.178631e-7,0.00007637835,0.00967176,0.07177687],"study_design_scores_gemma":[0.001475956,0.0006687568,0.00002796141,0.5650331,0.004851366,0.000006402772,0.00005198172,0.000001084034,1.10076e-7,0.000001316434,0.427664,0.0002180226],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008042952,0.9874165,0.000002954686,0.0004293923,0.0001553819,0.009349267,0.00002487282,0.00008479237,0.002456375],"genre_scores_gemma":[0.00001078368,0.990621,0.00009262472,0.002608997,0.000139228,0.002415661,0.0002459729,0.00007359216,0.003792153],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4179922,"threshold_uncertainty_score":0.9997517,"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."}}