{"id":"W2075118854","doi":"10.1038/ncpneph0392","title":"Sleep apnea in peritoneal dialysis: nocturnal versus continuous ambulatory treatment","year":2007,"lang":"en","type":"letter","venue":"Nature Clinical Practice Nephrology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Continuous ambulatory peritoneal dialysis; Nocturnal; Medicine; Sleep apnea; Ambulatory; Obstructive sleep apnea; Peritoneal dialysis; Sleep (system call); Intensive care medicine; Internal medicine","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003398994,0.0009977885,0.002950753,0.001066671,0.0001399984,0.00007342708,0.0006369037,0.01352594,0.00073341],"category_scores_gemma":[0.02035613,0.0008420287,0.00115568,0.0007630782,0.001292445,0.0003088959,0.0002849437,0.03529369,0.000605877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382266,"about_ca_system_score_gemma":0.0004947187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001745753,"about_ca_topic_score_gemma":0.0001676344,"domain_scores_codex":[0.9893268,0.002787707,0.002334399,0.002048153,0.001700069,0.001802808],"domain_scores_gemma":[0.9720092,0.02363583,0.001177735,0.001643953,0.0009998271,0.0005334251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07323308,0.004148039,0.01052283,0.0002406541,0.01023446,0.119386,0.0002990529,0.000006848954,0.0001922393,0.0001088017,0.5976128,0.1840151],"study_design_scores_gemma":[0.01675472,0.006194606,0.01146229,0.00002391624,0.002832271,0.00118355,0.0001391783,0.0001844198,0.00002457858,0.00003244324,0.9605915,0.0005764995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03417308,0.006569796,0.00006790147,0.9317506,0.0100047,0.002297555,0.00006667178,0.0001833124,0.01488636],"genre_scores_gemma":[0.0625384,0.0004183399,0.003548165,0.8953586,0.03639941,0.0001259257,0.0006710606,0.0002426221,0.0006975246],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3629787,"threshold_uncertainty_score":0.9994031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04545302762843322,"score_gpt":0.4278815233775494,"score_spread":0.3824284957491162,"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."}}