{"id":"W4410502297","doi":"10.1093/sleep/zsaf090.1310","title":"1310 Receipt of Glucagon-Like Peptide-1 Receptor Agonists Among Rural Patients with Obstructive Sleep Apnea and Excess Weight","year":2025,"lang":"en","type":"article","venue":"SLEEP","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Receipt; Glucagon-like peptide 1 receptor; Internal medicine; Sleep (system call); Endocrinology; Sleep apnea; Agonist; Receptor; World Wide Web","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":[0.0005440351,0.0001604102,0.0002490629,0.0008958477,0.0004090323,0.0004861231,0.0003519776,0.0002163542,0.004322666],"category_scores_gemma":[0.002572919,0.0002099195,0.0004278206,0.0017379,0.0002464041,0.000347732,0.0004949357,0.0003094696,0.0003569994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000298575,"about_ca_system_score_gemma":0.0006001147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0123667,"about_ca_topic_score_gemma":0.01404579,"domain_scores_codex":[0.9994969,0.0001443272,0.00007559239,0.0001185751,0.00008704772,0.00007754555],"domain_scores_gemma":[0.9973873,0.0004539994,0.001582684,0.0001028867,0.0001920826,0.0002810461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000031086,0.00001805283,0.9992381,0.0000104338,0.000024506,0.00002509228,0.00002354787,0.00002334019,0.00003660832,0.000007278007,0.0001404707,0.0004214888],"study_design_scores_gemma":[0.0000166227,0.00007589144,0.998351,0.00001628169,0.00002715493,0.0002399604,0.0003369394,0.00050701,0.00003541363,0.00002748868,0.0003630226,0.000003401299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974374,0.0001379986,0.000121207,0.0001134447,0.000007433784,0.0000209143,0.001631707,0.000005439352,0.0005244421],"genre_scores_gemma":[0.9986678,0.00008039863,0.0001133663,0.00005696388,0.00001815229,0.00003105866,0.0008889902,0.000001687686,0.000141565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0123667,"threshold_uncertainty_score":0.02458948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003532717751380012,"score_gpt":0.2084755947117166,"score_spread":0.2049428769603366,"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."}}