{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006981585,0.00006784563,0.0003526244,0.00004225064,0.00001571559,0.000006830321,0.00008780623,0.00002478084,0.0003662423],"category_scores_gemma":[0.002090152,0.00004574905,0.0001550725,0.0002219494,0.00004544874,0.00002974289,0.00008644065,0.00008802219,0.000005109712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004755555,"about_ca_system_score_gemma":0.0002722399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001911609,"about_ca_topic_score_gemma":0.0001427363,"domain_scores_codex":[0.9981248,0.00005183432,0.001024752,0.0001705272,0.0005212046,0.000106916],"domain_scores_gemma":[0.9988269,0.00003883965,0.0006352045,0.000190522,0.0000853352,0.0002231538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004398736,0.0006724609,0.9589256,0.0004973089,0.0006995602,0.0001553854,0.0042257,0.0002877275,0.0008887962,0.004116727,0.02776887,0.001321967],"study_design_scores_gemma":[0.0006905554,0.000066067,0.990575,0.0001190449,0.00002322813,0.00001087137,0.0003314584,0.0004565499,0.0003156844,0.000448336,0.006910498,0.00005270788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8677893,0.0001342326,0.00006648942,0.122466,0.0002753631,0.0002417424,0.00003684326,0.00001184111,0.008978164],"genre_scores_gemma":[0.995294,0.00003669654,0.00003171381,0.004099351,0.00006087903,0.000006298416,0.00009006877,0.000006245851,0.0003747249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1275047,"threshold_uncertainty_score":0.4010096,"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."}}