{"id":"W1991774389","doi":"10.1053/ajkd.2002.34924","title":"Cost analysis of ongoing care of patients with end-stage renal disease: The impact of dialysis modality and dialysis access","year":2002,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":473,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Dialysis; Hemodialysis; End stage renal disease; Intensive care medicine; Peritoneal dialysis; Comorbidity; Emergency medicine; Confidence interval; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001276701,0.0005450602,0.0006924338,0.001273484,0.0003870377,0.001105156,0.0008885962,0.0006691713,0.002756862],"category_scores_gemma":[0.007845931,0.0002594799,0.002718127,0.002158522,0.0003055767,0.001044138,0.0007273995,0.000777145,0.00009685903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004571225,"about_ca_system_score_gemma":0.001940235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03332894,"about_ca_topic_score_gemma":0.03315843,"domain_scores_codex":[0.9988291,0.0006121604,0.0001004459,0.00007561157,0.0001986581,0.0001840242],"domain_scores_gemma":[0.9967361,0.001822108,0.0005909727,0.00009544012,0.0003960753,0.0003592466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01083091,0.000996956,0.8576806,0.0004524478,0.003233435,0.0008240574,0.0002228859,0.07638317,0.0007986437,0.004480312,0.002981614,0.04111488],"study_design_scores_gemma":[0.0004216487,0.002679819,0.8882406,0.0001104756,0.002359507,0.001357768,0.001097005,0.09953603,0.0003842602,0.001757651,0.001975043,0.00008035335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947032,0.001283596,0.0004105039,0.0006474122,0.000025227,0.0000456592,0.001548634,0.000005694202,0.001329932],"genre_scores_gemma":[0.9983833,0.0002367015,0.0003184872,0.00004422564,0.00001588706,0.00001658457,0.00079379,0.000003048216,0.0001880584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03332894,"threshold_uncertainty_score":0.06626993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537423967812957,"score_gpt":0.295782755404853,"score_spread":0.2804085157267234,"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."}}