{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004534824,0.0002620874,0.0001985271,0.0007896097,0.0004027413,0.0008871674,0.0004415794,0.0003646184,0.001644713],"category_scores_gemma":[0.003945688,0.0001254262,0.0003905357,0.002224061,0.0004240966,0.000512421,0.0008043009,0.0005787536,0.0002008417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005056224,"about_ca_system_score_gemma":0.005820878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3076208,"about_ca_topic_score_gemma":0.3472033,"domain_scores_codex":[0.9991174,0.000174375,0.00006800392,0.0000467677,0.0004363877,0.000156984],"domain_scores_gemma":[0.9987736,0.0001296812,0.0005229282,0.00003646293,0.0003067655,0.0002305428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001227949,0.00006421239,0.9173254,0.0003595927,0.0004252041,0.0002044561,0.0002397364,0.00179724,0.000138556,0.002145659,0.03069219,0.04648504],"study_design_scores_gemma":[0.00004311911,0.00008512998,0.9726176,0.0004686344,0.0002221427,0.0005978913,0.0007235693,0.001950558,0.00007937303,0.001338487,0.02185404,0.00001947819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8933978,0.02189266,0.0009581376,0.0274772,0.000448186,0.0001462862,0.03136245,0.00007890051,0.02423838],"genre_scores_gemma":[0.9842728,0.00704784,0.0006235573,0.0007511487,0.000200362,0.00003498084,0.005868676,0.000005358698,0.001195158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3076208,"threshold_uncertainty_score":0.6116605,"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."}}