{"id":"W2105612516","doi":"10.18553/jmcp.2009.15.4.312","title":"Direct All-Cause Health Care Costs Associated With Chronic Kidney Disease in Patients With Diabetes and Hypertension: A Managed Care Perspective","year":2009,"lang":"en","type":"article","venue":"Journal of Managed Care Pharmacy","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Diabetes mellitus; Kidney disease; Disease; Renal function; Managed care; Pediatrics; Intensive care medicine; Health care; Internal medicine; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001620041,0.0004001523,0.0008236083,0.0004078537,0.0001658749,0.00006476017,0.0001566734,0.00004713235,0.00003129063],"category_scores_gemma":[0.0002763353,0.0002891461,0.0001622717,0.0004262379,0.00009072411,0.0003527621,0.0000466947,0.0005738254,0.000001838592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00334714,"about_ca_system_score_gemma":0.001560859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006442436,"about_ca_topic_score_gemma":0.0000839222,"domain_scores_codex":[0.9974851,0.0002428423,0.000452008,0.0004308521,0.0007825868,0.000606603],"domain_scores_gemma":[0.9967096,0.0000864969,0.0004349641,0.0002944972,0.00102052,0.001453907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005304187,0.001091352,0.9504327,0.001481207,0.00225505,0.00234008,0.009528189,0.00008164026,0.00005937353,0.00001530428,0.007252303,0.02015858],"study_design_scores_gemma":[0.04024982,0.003510398,0.9374109,0.004139007,0.002860981,0.000007073402,0.009702235,0.00006222703,0.0001467486,0.000007274864,0.001404592,0.0004987443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575274,0.03738641,9.517525e-7,0.003100255,0.00009829637,0.001004804,0.0001369098,0.0000536412,0.000691312],"genre_scores_gemma":[0.9935125,0.0006648562,0.00004275018,0.005263966,0.000173028,0.00001178386,0.0002575346,0.00005276982,0.00002086474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03672156,"threshold_uncertainty_score":0.9999561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142583061397372,"score_gpt":0.2801721569321265,"score_spread":0.2687463263181528,"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."}}