{"id":"W4404585583","doi":"10.1093/sleep/zsae269","title":"The association between hypoxic burden and the risk of cognitive impairment in patients with obstructive sleep apnea","year":2024,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Science and Technology of Jilin Province; People's Government of Jilin Province","keywords":"Obstructive sleep apnea; Polysomnography; Quartile; Medicine; Confounding; Epworth Sleepiness Scale; Montreal Cognitive Assessment; Internal medicine; Logistic regression; Sleep apnea; Cognition; Physical therapy; Cognitive impairment; Apnea; Confidence interval; Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009930802,0.00016293,0.0003107256,0.0001331371,0.0001441359,0.00005553249,0.0001109497,0.00008520351,0.00001781976],"category_scores_gemma":[0.0008373369,0.00008127538,0.00007892071,0.0004716663,0.0003985869,0.0001045133,0.000111853,0.0005215716,0.00001691743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003407663,"about_ca_system_score_gemma":0.00002837631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000174006,"about_ca_topic_score_gemma":0.00003625457,"domain_scores_codex":[0.99792,0.0003555136,0.0002993043,0.0002959362,0.0007906153,0.0003386754],"domain_scores_gemma":[0.9972584,0.001991957,0.000155597,0.000204804,0.0003113072,0.00007789487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001143908,0.00003895194,0.8924247,0.00004237732,0.001080729,0.000004981167,0.002871891,0.000004579341,0.000006445078,0.000273248,0.000005931255,0.1021023],"study_design_scores_gemma":[0.006861722,0.0004921214,0.9875084,0.0001030301,0.0005756833,0.000001243759,0.001859064,0.001398119,0.0002040943,0.0008457477,0.00005868134,0.00009215264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958019,0.0005855706,0.00009438668,0.0008378754,0.0001214509,0.001539709,0.0001132874,0.0000241946,0.000881584],"genre_scores_gemma":[0.9995384,0.00003460229,0.00004187923,0.00001241845,0.0001586669,0.00007973564,0.00003074342,0.00002633474,0.00007722266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1020101,"threshold_uncertainty_score":0.3314314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006043646853127459,"score_gpt":0.2486727445576066,"score_spread":0.2426290977044791,"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."}}