{"id":"W4416101811","doi":"10.1136/thorax-2025-btsabstracts.108","title":"S102 The potential effect of glucagon-like peptide 1 receptor agonists (GLP1s) on chronic obstructive pulmonary disease (COPD) exacerbations, a case control analyses","year":2025,"lang":"","type":"article","venue":"","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TD Bank Group","funders":"","keywords":"COPD; Exacerbation; Cohort; Case-control study; Population; Medical prescription; Cohort study; Body mass index; Type 2 diabetes","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":[0.004867355,0.0005516483,0.0006234745,0.00210858,0.0007244832,0.0009692052,0.0009212984,0.001062267,0.01200486],"category_scores_gemma":[0.01285726,0.0005964231,0.003088608,0.001624205,0.0004373555,0.0005009524,0.0005534674,0.0006883427,0.0006966123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004623523,"about_ca_system_score_gemma":0.0007033625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009920172,"about_ca_topic_score_gemma":0.008884732,"domain_scores_codex":[0.9953779,0.00205981,0.0008287228,0.0008362252,0.0006536801,0.0002437163],"domain_scores_gemma":[0.9908422,0.005026306,0.001836534,0.001285036,0.0006472628,0.0003626649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003392523,0.0004462891,0.976711,0.0005530156,0.004528552,0.0008580546,0.0001676052,0.0004266044,0.000741426,0.0005532858,0.004049504,0.007572187],"study_design_scores_gemma":[0.00123651,0.003867949,0.9699402,0.0003355482,0.005223031,0.002850238,0.0004589745,0.007005812,0.0007088073,0.0009249537,0.00740586,0.00004213217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731313,0.003728634,0.004810421,0.0005818594,0.0003073147,0.001122374,0.01295436,0.0000656004,0.003298191],"genre_scores_gemma":[0.9882287,0.0005359873,0.002502354,0.0003183203,0.0001885656,0.000780611,0.005747108,0.00001749209,0.001680748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01200486,"threshold_uncertainty_score":0.04016024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029800325328574,"score_gpt":0.2888725708405199,"score_spread":0.2785745675872342,"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."}}