{"id":"W4409882102","doi":"10.1183/23120541.sleepandbreathing-2025.108","title":"Does hypoxic burden predict cognitive impairment in obstructive sleep apnea?","year":2025,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Cognitive impairment; Medicine; Sleep apnea; Sleep (system call); Cognition; Apnea; Cardiology; Audiology; Intensive care medicine; Computer science; Internal medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005526146,0.0003759406,0.00027927,0.000662921,0.0002330323,0.0005149957,0.000377738,0.0005779276,0.002488864],"category_scores_gemma":[0.002285174,0.0001499236,0.0005955963,0.0004335503,0.0002497868,0.0004001468,0.0003559381,0.0004709609,0.0002898606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001560771,"about_ca_system_score_gemma":0.0003267337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003097502,"about_ca_topic_score_gemma":0.004549728,"domain_scores_codex":[0.999868,0.00003707398,0.00001874287,0.00002874291,0.00002506984,0.00002235803],"domain_scores_gemma":[0.9990128,0.0002883806,0.0003451799,0.00005407035,0.00008530441,0.0002142921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001267713,0.00003692235,0.9981861,0.00001234733,0.00005924939,0.00005201912,0.00002820307,0.00007060325,0.00008678619,0.00001449306,0.0000856578,0.001240778],"study_design_scores_gemma":[0.000005675198,0.0000997232,0.9982741,0.00001324066,0.00006314067,0.0001570351,0.00009778971,0.001073081,0.00003963617,0.00006523947,0.0001084331,0.000002957968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981382,0.0004963895,0.0001364289,0.0001924458,0.00001937985,0.000007981756,0.0002388014,0.000006342588,0.0007638453],"genre_scores_gemma":[0.9994448,0.0001066781,0.00007349096,0.00001863548,0.00002914133,0.000004347948,0.0001937771,0.000001052856,0.0001280933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003097502,"threshold_uncertainty_score":0.008326054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00998992775933789,"score_gpt":0.2942377384980724,"score_spread":0.2842478107387345,"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."}}