{"id":"W1656052294","doi":"10.5664/jcsm.27438","title":"Clinical Presentation of Obstructive Sleep Apnea in Patients with End-stage Renal Disease","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"Humber River Regional Hospital; University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; End stage renal disease; Presentation (obstetrics); Sleep apnea; Sleep (system call); Central sleep apnea; Polysomnography; Disease; Intensive care medicine; Stage (stratigraphy); Apnea; Internal medicine; Cardiology; Surgery","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":[0.0005349939,0.0004942531,0.000856198,0.001827866,0.0009380021,0.0009622084,0.000505175,0.001187903,0.002830179],"category_scores_gemma":[0.004526727,0.0003187642,0.0005479128,0.001355484,0.0005471861,0.001316829,0.0007545832,0.0008034517,0.0003352204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645541,"about_ca_system_score_gemma":0.0007617631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002684167,"about_ca_topic_score_gemma":0.002816455,"domain_scores_codex":[0.999328,0.0001308942,0.0001358061,0.00008840375,0.0001459623,0.000170997],"domain_scores_gemma":[0.9978503,0.0005997201,0.0005736232,0.00003605849,0.0002166028,0.0007236997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002110242,0.0000400371,0.9866223,0.00001672975,0.00001819865,0.01131933,0.00009666573,0.00003822794,0.0003926443,0.00003016492,0.0001690583,0.00104575],"study_design_scores_gemma":[0.00001847972,0.0001562567,0.9617397,0.00002433338,0.00002496458,0.03665989,0.0007892482,0.0002383849,0.00007595812,0.00007191462,0.0001849672,0.00001600434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941767,0.001201248,0.000128515,0.0003560802,0.0000447563,0.00003696343,0.0002390145,0.00001023402,0.003806335],"genre_scores_gemma":[0.9989424,0.0003838699,0.00009766807,0.0001276685,0.00009769639,0.00001233099,0.0002083017,0.000002269428,0.0001278873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002830179,"threshold_uncertainty_score":0.0094679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04487390451917662,"score_gpt":0.4120156188932116,"score_spread":0.367141714374035,"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."}}