{"id":"W2164462575","doi":"10.1378/chest.11-1809","title":"Declining Kidney Function Increases the Prevalence of Sleep Apnea and Nocturnal Hypoxia","year":2012,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":206,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Kidney disease; Sleep apnea; Renal function; Internal medicine; Obstructive sleep apnea; Dialysis; Hypoxia (environmental); Hemodialysis; Nephrology; Apnea; Comorbidity","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001204591,0.0001131199,0.0001842655,0.0001111037,0.0002001738,0.00003382887,0.0001176708,0.00006476499,0.0004674006],"category_scores_gemma":[0.001472652,0.00006921343,0.00007977603,0.0001494284,0.0002634469,0.0002796074,0.00007686143,0.0006267459,0.00001412102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005405171,"about_ca_system_score_gemma":0.00006250678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007431701,"about_ca_topic_score_gemma":3.361781e-7,"domain_scores_codex":[0.9986654,0.0001308415,0.0002981779,0.0001086556,0.0004691367,0.0003277971],"domain_scores_gemma":[0.9986132,0.0002441378,0.0001907694,0.0001794165,0.0002227473,0.0005496736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004028762,0.0001567907,0.9413257,0.0004463531,0.0001697794,0.00001636272,0.0005251141,0.000001099806,0.0209329,0.00008157024,0.0004175799,0.03552385],"study_design_scores_gemma":[0.001185799,0.0002619672,0.9864364,0.0001017952,0.0002957514,0.003515649,0.0003966406,0.0002721364,0.003841223,0.0001140089,0.003501349,0.00007730459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993374,0.002986454,0.001384539,0.0008974425,0.0003203259,0.0001353757,0.000005447246,0.00001007578,0.0008863434],"genre_scores_gemma":[0.9972606,0.0001582304,0.001068315,0.0002886777,0.001083227,0.000003385899,0.000001235474,0.000016133,0.0001202286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04511065,"threshold_uncertainty_score":0.5117708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03105980929883519,"score_gpt":0.3016176959566706,"score_spread":0.2705578866578354,"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."}}