{"id":"W3090770909","doi":"10.1016/j.ekir.2020.09.028","title":"Health-Related Quality of Life in People Across the Spectrum of CKD","year":2020,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto General Hospital","funders":"National Health and Medical Research Council","keywords":"Medicine; Kidney disease; Quality of life (healthcare); Anxiety; Dialysis; Depression (economics); Internal medicine; Logistic regression; Diabetes mellitus; Physical therapy; Stroke (engine); Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001000547,0.0002115083,0.0004313942,0.0007400746,0.0003596353,0.0006179181,0.0003030378,0.0003592356,0.001392167],"category_scores_gemma":[0.002911663,0.000101483,0.0004846767,0.001210531,0.0003544565,0.0004900671,0.0009629879,0.0006402545,0.0001281748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004516592,"about_ca_system_score_gemma":0.000428058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01207036,"about_ca_topic_score_gemma":0.01159165,"domain_scores_codex":[0.999449,0.0001516551,0.00005234029,0.00009050647,0.0001567231,0.00009986656],"domain_scores_gemma":[0.9989484,0.0001292345,0.000531661,0.00003491315,0.0001455658,0.0002102525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004303719,0.0000400919,0.9930928,0.00006931918,0.0001452716,0.00003517991,0.0002311964,0.00007008488,0.0001005652,0.00003759481,0.0003193366,0.005815601],"study_design_scores_gemma":[0.000004857808,0.00004699325,0.9991813,0.00002972892,0.00002602801,0.0000675907,0.0001601396,0.0000683044,0.00001364144,0.00005637658,0.0003422505,0.000002852394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949923,0.002139022,0.0001116122,0.000456486,0.00001998962,0.00002217719,0.0009712903,0.0000064651,0.001280538],"genre_scores_gemma":[0.9986472,0.0004746718,0.0001407488,0.0001108126,0.0000111842,0.00001661867,0.0004931665,8.555911e-7,0.0001048113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01207036,"threshold_uncertainty_score":0.02400023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02952398666880607,"score_gpt":0.3334820488365846,"score_spread":0.3039580621677785,"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."}}