{"id":"W4413141181","doi":"10.1161/circresaha.125.325676","title":"Obstructive Sleep Apnea and Cardiometabolic Disease: Obesity, Hypertension, and Diabetes","year":2025,"lang":"en","type":"review","venue":"Circulation Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research; National Institutes of Health","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Blood pressure; Diabetes mellitus; Sleep apnea; Internal medicine; Positive airway pressure; Obesity; Risk factor; Intermittent hypoxia; Intensive care medicine; Cardiology; Endocrinology","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":[0.0008305301,0.0007814149,0.001339867,0.001745827,0.0004219078,0.001198769,0.0005926583,0.001076647,0.003841662],"category_scores_gemma":[0.001857568,0.0002216236,0.001141085,0.002174012,0.0003792229,0.001000385,0.0007861163,0.001967128,0.0008152273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006837744,"about_ca_system_score_gemma":0.002787986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003257979,"about_ca_topic_score_gemma":0.005273877,"domain_scores_codex":[0.9993808,0.0001690399,0.0001391933,0.00007829609,0.0001745692,0.00005815348],"domain_scores_gemma":[0.9990565,0.0004768841,0.0001562531,0.00001511275,0.0002304865,0.00006474761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002268984,0.00009713134,0.002851735,0.04341864,0.0006099339,0.0005838762,0.0003171888,0.0004055935,0.0009502713,0.005510469,0.06399265,0.8810356],"study_design_scores_gemma":[0.00005339025,0.0002262671,0.01339574,0.02699069,0.0009665922,0.003440427,0.000338204,0.0002898181,0.0003180187,0.005706178,0.9482056,0.00006902579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003122498,0.996259,0.0001579652,0.0015135,0.0008279563,0.000009061386,0.000057803,0.00001033133,0.0008521835],"genre_scores_gemma":[0.001868116,0.9952751,0.0002417761,0.0009099584,0.001118054,0.00001494129,0.00009951288,0.000002227159,0.0004702492],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003841662,"threshold_uncertainty_score":0.01285166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07846496352955248,"score_gpt":0.388959270945896,"score_spread":0.3104943074163435,"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."}}