{"id":"W1819350722","doi":"10.1111/j.1542-4758.2012.00729.x","title":"Obstructive sleep apnea in incremental hemodialysis: Determinants, consequences, and impact on survival","year":2012,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Hemodialysis; Body mass index; Cardiology; Internal medicine; Ambulatory blood pressure; Sleep apnea; Brain natriuretic peptide; Blood pressure; Ambulatory; Dialysis; Apnea; Apnea–hypopnea index; Sleep disorder; Hypopnea; Polysomnography; Heart failure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002588597,0.0001584738,0.0001765366,0.0002770862,0.0002794064,0.0003050821,0.0001492088,0.0002703312,0.0006686361],"category_scores_gemma":[0.00135589,0.0000982135,0.0002101574,0.0003051583,0.0001799913,0.000273441,0.0002442866,0.0003368916,0.00006728087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001463902,"about_ca_system_score_gemma":0.000217183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00145917,"about_ca_topic_score_gemma":0.00254339,"domain_scores_codex":[0.9998738,0.00003741403,0.00001185538,0.00001840804,0.00002323033,0.00003537198],"domain_scores_gemma":[0.9991847,0.0002214353,0.0002841245,0.0000347198,0.00006015492,0.0002149619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007512614,0.00001975083,0.9983322,0.000003095519,0.00001190008,0.0000692867,0.00001966571,0.00002382292,0.00009009463,0.000006588696,0.00002467776,0.001323916],"study_design_scores_gemma":[0.000003166978,0.00008970522,0.9993085,0.000003725479,0.00001192134,0.0002785073,0.00006917063,0.0001476342,0.00002216662,0.00002525498,0.00003851586,0.000001682553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996309,0.0001686985,0.0000279608,0.00002395138,0.000002539794,0.000001743224,0.0000327169,8.092917e-7,0.0001107099],"genre_scores_gemma":[0.9997928,0.00008111846,0.00001896291,0.00001057146,0.000009556928,0.00000133964,0.00006465009,2.388684e-7,0.00002077568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00145917,"threshold_uncertainty_score":0.002901375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670818054039931,"score_gpt":0.3321274671981371,"score_spread":0.3054192866577378,"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."}}