{"id":"W2114933734","doi":"10.1681/asn.2006030289","title":"Medical Costs of Untreated Anemia in Elderly Patients with Predialysis Chronic Kidney Disease","year":2006,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Anemia; Kidney disease; Internal medicine; Coronary artery disease; Diabetes mellitus; Retrospective cohort study; Renal function; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005104518,0.0002412514,0.0002521574,0.0007053071,0.0002447204,0.0006128696,0.0002449641,0.0004176045,0.0006831175],"category_scores_gemma":[0.003889478,0.0001660176,0.0006646151,0.0007264983,0.000182748,0.0003922883,0.0004222552,0.0004485387,0.00005509574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009376656,"about_ca_system_score_gemma":0.0005380028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006891308,"about_ca_topic_score_gemma":0.01264579,"domain_scores_codex":[0.9993052,0.0003090442,0.00009014049,0.00004621791,0.0001567101,0.00009269274],"domain_scores_gemma":[0.9980573,0.000490805,0.001058343,0.00003740195,0.0001289854,0.0002271393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003930648,0.0001036165,0.9880534,0.00004504231,0.000213892,0.000379744,0.00004876239,0.001446606,0.0001561862,0.0001635932,0.0002793357,0.008716684],"study_design_scores_gemma":[0.00002507561,0.0002328988,0.9951023,0.0000302134,0.0001052778,0.0005881627,0.0001260506,0.003311784,0.00005934884,0.0001482733,0.0002633929,0.000007180748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981871,0.0008846488,0.0001006568,0.0001529392,0.000006854686,0.000009802548,0.0003389076,0.000002075689,0.0003168609],"genre_scores_gemma":[0.9990701,0.0003264516,0.0001490812,0.0000388163,0.00002184754,0.000006683043,0.0003246128,6.300087e-7,0.00006190742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006891308,"threshold_uncertainty_score":0.01370239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003690951620580606,"score_gpt":0.2290714390428284,"score_spread":0.2253804874222478,"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."}}