{"id":"W2809439557","doi":"10.1016/j.jcjd.2018.06.001","title":"Frailty, Health-Related Quality of Life, Cognition, Depression, Vitamin D and Health-Care Utilization in an Ambulatory Adult Population With Type 1 or Type 2 Diabetes Mellitus and Chronic Kidney Disease: A Cross-Sectional Analysis","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"Kidney Foundation of Canada","keywords":"Medicine; Depression (economics); Kidney disease; Type 2 diabetes; Population; Quality of life (healthcare); Diabetes mellitus; Vitamin D and neurology; Physical therapy; Gerontology; Internal medicine; Endocrinology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005182418,0.0001459522,0.0005488257,0.0007017213,0.0001646404,0.00005867901,0.00005932943,0.0000709251,0.0001724588],"category_scores_gemma":[0.0003938189,0.0001101517,0.00006602534,0.0008974829,0.0002012473,0.0002016607,0.00001191754,0.0001178594,7.16607e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002361428,"about_ca_system_score_gemma":0.002146565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001193983,"about_ca_topic_score_gemma":0.02849438,"domain_scores_codex":[0.9982089,0.0001950137,0.000798116,0.0002395935,0.0002831212,0.0002752216],"domain_scores_gemma":[0.9967179,0.00003613233,0.0005666356,0.0001635584,0.0009678125,0.001547991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000146063,0.00005920232,0.9951192,0.0005352088,0.0004650585,0.000002380719,0.0002602815,0.00008501433,0.00003057514,0.00003480836,0.0001552127,0.003106952],"study_design_scores_gemma":[0.001462279,0.0009187098,0.9955449,0.0005092325,0.0003553614,4.545495e-7,0.0001155639,0.0008284143,0.00001942511,0.0000703134,0.00006169744,0.0001136116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847273,0.01437068,0.00001263289,0.0004414501,0.00009943653,0.0002366943,0.00009245916,0.000006327905,0.00001301093],"genre_scores_gemma":[0.9982893,0.0001676575,0.00009203417,0.000802464,0.00009907265,0.000003403864,0.0005166596,0.00001619769,0.0000131438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0273004,"threshold_uncertainty_score":0.9892331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03671204508216083,"score_gpt":0.3266513706692282,"score_spread":0.2899393255870674,"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."}}