{"id":"W2605826722","doi":"10.1111/hdi.12565","title":"Sleep apnea syndrome, inflammation and oxidative stress in hemodialysis patients","year":2017,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social Fund; Fonds National de la Recherche Luxembourg","keywords":"Medicine; Hemodialysis; Polysomnography; Oxidative stress; Internal medicine; Sleep apnea; Myeloperoxidase; Gastroenterology; Population; Inflammation; Apnea","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":[0.0002167541,0.0001654801,0.0002156704,0.0003074709,0.0002662963,0.0003111152,0.00007614342,0.0002395642,0.001306215],"category_scores_gemma":[0.0007587134,0.00009133604,0.0001682602,0.0003347822,0.000125547,0.0001777646,0.0001635943,0.0003230611,0.00008760987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000122321,"about_ca_system_score_gemma":0.0002349691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009908231,"about_ca_topic_score_gemma":0.001099032,"domain_scores_codex":[0.9998798,0.00003488194,0.00001853746,0.00001943979,0.00002715127,0.00002000986],"domain_scores_gemma":[0.9995261,0.00009872887,0.0002056982,0.00001166869,0.00004854679,0.0001093032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001329427,0.00004412313,0.9979031,0.0000174403,0.00003657911,0.0001018186,0.00006417814,0.00001800215,0.0004054188,0.000008731427,0.00004194048,0.001225771],"study_design_scores_gemma":[0.00000701562,0.0002164985,0.9989545,0.000007740053,0.00002234063,0.000398916,0.0001051853,0.00009712086,0.00007558574,0.00001853966,0.00009454139,0.000001969598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999087,0.0005092138,0.00004473223,0.00003610232,0.00000596782,0.000005006131,0.0000828359,0.000001266306,0.0002279409],"genre_scores_gemma":[0.9996363,0.0001520787,0.00005175248,0.00001646457,0.00001281443,0.000004481028,0.00006257138,1.918891e-7,0.00006330714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001306215,"threshold_uncertainty_score":0.004369676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621626565114994,"score_gpt":0.2945875647565049,"score_spread":0.278371299105355,"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."}}