{"id":"W4389151616","doi":"10.1093/ndt/gfad240","title":"Mental health and addiction service utilization among people living with chronic kidney disease","year":2023,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Centre for Addiction and Mental Health; St. Joseph’s Healthcare Hamilton; Ontario Stroke Network; Lawson Health Research Institute; Population Health Research Institute; London Health Sciences Centre; McMaster University; Impact","funders":"Institute for Clinical Evaluative Sciences","keywords":"Medicine; Kidney disease; Addiction; Mental health; Comorbidity; Cohort; Dialysis; Anxiety; Depression (economics); Population; Quality of life (healthcare); Renal function; Internal medicine; Gerontology; Psychiatry; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006524334,0.0001561514,0.0002701738,0.00111774,0.000689469,0.0006657905,0.0004646744,0.0002534989,0.001027698],"category_scores_gemma":[0.001770387,0.0001889397,0.0006605318,0.002142869,0.0003375864,0.0003668021,0.0007374152,0.0004660131,0.00008159329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002601752,"about_ca_system_score_gemma":0.002560145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.531692,"about_ca_topic_score_gemma":0.6528255,"domain_scores_codex":[0.9992902,0.0001044049,0.0000857725,0.00009254251,0.000243554,0.0001833819],"domain_scores_gemma":[0.9986436,0.0001024817,0.0006778946,0.00004017107,0.0002429687,0.0002929088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007675637,0.000009106747,0.9990982,0.00001568063,0.00002928683,0.00001054993,0.00007505268,0.00001144986,0.00001638545,0.00000896821,0.000130992,0.00058672],"study_design_scores_gemma":[0.000001051896,0.000006589387,0.9997156,0.00001169117,0.000009247403,0.00002033916,0.00009908898,0.00002391609,0.000004754997,0.000004681473,0.00010196,0.000001101027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938357,0.0008365248,0.00005285313,0.0002324595,0.000009511045,0.00004265161,0.003898092,0.000004436566,0.001087883],"genre_scores_gemma":[0.998125,0.0003938684,0.00006740517,0.00007680921,0.000008245043,0.00001922838,0.001172055,0.000001054812,0.0001363414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.531692,"threshold_uncertainty_score":0.942132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070404761895122,"score_gpt":0.2507762644734463,"score_spread":0.240072216854495,"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."}}