{"id":"W2925405280","doi":"10.1177/2054358119835521","title":"The Cost of Care for People With Chronic Kidney Disease","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Foothills Medical Centre; University of Alberta; University of Calgary","funders":"Institute of Health Services and Policy Research; Alberta Innovates - Health Solutions","keywords":"Medicine; Kidney disease; Dialysis; Cohort; Intensive care medicine; Comorbidity; Population; Renal function; Internal medicine; Emergency medicine; Cohort study; Health care; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001912667,0.0001758854,0.0004550182,0.000156335,0.000297328,0.00004020936,0.0001359493,0.00003486236,0.0001219426],"category_scores_gemma":[0.008047306,0.0001145548,0.0001862266,0.0001570712,0.0001537537,0.0001060711,0.000009892401,0.0001494087,0.000004632437],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004172761,"about_ca_system_score_gemma":0.2638935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007894935,"about_ca_topic_score_gemma":0.001401594,"domain_scores_codex":[0.9985166,0.00004370009,0.0004230659,0.0001879344,0.0002478316,0.0005809155],"domain_scores_gemma":[0.9263119,0.0001039064,0.0002852787,0.0003326413,0.0003879907,0.07257825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003549044,0.00006445953,0.5222222,0.008465338,0.0001278895,0.00006558822,0.0005946586,0.00001360911,0.000006584538,0.0008399938,0.4593958,0.004654878],"study_design_scores_gemma":[0.01206586,0.002553859,0.05531528,0.003552433,0.0005946691,0.00002791373,0.001324961,0.0003001048,0.00001506903,0.0003464004,0.9236184,0.0002850768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3359819,0.2390441,0.0001429789,0.4086646,0.001489301,0.006388345,0.007358541,0.0000277402,0.0009024528],"genre_scores_gemma":[0.9479451,0.0008437196,0.00005493634,0.05013962,0.0003657461,0.0000369915,0.0002759226,0.00003748349,0.0003005326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6119632,"threshold_uncertainty_score":0.9633958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006856976227602166,"score_gpt":0.255495204621576,"score_spread":0.2486382283939739,"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."}}