{"id":"W1872609064","doi":"10.1016/j.semnephrol.2015.06.008","title":"Hypervolemia and Sleep Apnea in Kidney Disease","year":2015,"lang":"en","type":"review","venue":"Seminars in Nephrology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Sleep Institute; Canadian Sleep & Circadian Network; Toronto Rehabilitation Institute; Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Hypervolemia; Medicine; Pathogenesis; Sleep apnea; Central sleep apnea; Obstructive sleep apnea; Disease; Kidney disease; Apnea; Cardiology; Heart failure; Mechanism (biology); Internal medicine; Intensive care medicine; Polysomnography; Blood volume","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":[0.001120439,0.000959537,0.002618693,0.004947119,0.0003630641,0.001712096,0.001068891,0.001722632,0.005491477],"category_scores_gemma":[0.002430804,0.0004187094,0.00117717,0.004737878,0.0006812818,0.001958946,0.001371391,0.001977793,0.001107821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006800743,"about_ca_system_score_gemma":0.002310547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001800676,"about_ca_topic_score_gemma":0.005010037,"domain_scores_codex":[0.9996237,0.00006701669,0.0001128598,0.00005556165,0.0001094689,0.00003137713],"domain_scores_gemma":[0.998624,0.0007480549,0.000308492,0.00002090026,0.0002004465,0.00009821838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000141922,0.00009272417,0.0008903829,0.06131592,0.0006782445,0.0002751545,0.00008295855,0.0002454589,0.0003165995,0.001599696,0.04052258,0.8938382],"study_design_scores_gemma":[0.000211939,0.0002889768,0.007435347,0.05605725,0.003403384,0.002883114,0.00033099,0.0002877621,0.00023182,0.003525283,0.9252434,0.0001006941],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000334426,0.9994313,0.00001614824,0.0001715865,0.000206788,0.000001445614,0.00000686039,0.000001539971,0.0001309103],"genre_scores_gemma":[0.0004410721,0.9986148,0.00004710886,0.0002182461,0.0005516857,0.000002656071,0.00001332657,3.633458e-7,0.0001107962],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005491477,"threshold_uncertainty_score":0.01837081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03469398076246856,"score_gpt":0.3521395471256762,"score_spread":0.3174455663632076,"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."}}