{"id":"W2786320183","doi":"10.2215/cjn.08790817","title":"Extended Duration Nocturnal Hemodialysis and Changes in Plasma Metabolite Profiles","year":2018,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of Toronto; St. Michael's Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health; Satellite Healthcare","keywords":"Hemodialysis; Medicine; Nocturnal; Metabolite; Dialysis; Internal medicine; Prospective cohort study; Metabolome","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004801766,0.0001741786,0.0002942462,0.0002602276,0.0002532327,0.0003946334,0.0001508403,0.0002916966,0.0005079386],"category_scores_gemma":[0.001464169,0.0001346586,0.0002200163,0.0002893592,0.0001549494,0.0002454832,0.0002006402,0.0003633375,0.0000427209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002094353,"about_ca_system_score_gemma":0.0001570344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008942,"about_ca_topic_score_gemma":0.001328253,"domain_scores_codex":[0.9997471,0.0000743099,0.00002847065,0.0000610175,0.00005444224,0.00003457924],"domain_scores_gemma":[0.9982938,0.0003604903,0.0008765723,0.00008473669,0.0001337628,0.000250562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001369066,0.00008893556,0.9904956,0.00001703501,0.00008054006,0.0001669136,0.00007666973,0.00006704347,0.003899216,0.00001198165,0.00003803304,0.003688967],"study_design_scores_gemma":[0.00001057485,0.0004299796,0.9986982,0.000002673949,0.00002511738,0.0002742767,0.00004082217,0.0001476707,0.0002885166,0.00001008177,0.00006928508,0.000002727455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995628,0.000198764,0.00008555633,0.00001155511,0.000002537432,0.000002820785,0.00005439189,0.000001492893,0.00008022761],"genre_scores_gemma":[0.9997019,0.00004129575,0.0001114246,0.00001296718,0.000005752748,0.00000351892,0.0000764682,6.476022e-7,0.00004596301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001008942,"threshold_uncertainty_score":0.002539456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03119831161688322,"score_gpt":0.3462369353726576,"score_spread":0.3150386237557743,"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."}}