{"id":"W1986578357","doi":"10.1159/000074920","title":"Cardiac Disease in Chronic Kidney Disease: Current Understandings and Opportunities for Change","year":2004,"lang":"en","type":"review","venue":"Blood Purification","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Providence Health Care","funders":"","keywords":"Medicine; Kidney disease; Intensive care medicine; Disease; Dialysis; Context (archaeology); Observational study; Nephrology; Transplantation; Psychological intervention; Kidney transplantation; Risk factor; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000144269,0.0003452569,0.0008294093,0.0002177249,0.00007492496,0.00003264405,0.00006483516,0.000115114,0.00001619608],"category_scores_gemma":[0.00005412269,0.0002876814,0.0003101867,0.00011272,0.0001024068,0.00006920756,0.00002220568,0.0001610939,0.000006414981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007717334,"about_ca_system_score_gemma":0.001927119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001195453,"about_ca_topic_score_gemma":9.389008e-7,"domain_scores_codex":[0.9986413,0.00005551265,0.0003804369,0.0004718442,0.0001916858,0.0002592024],"domain_scores_gemma":[0.9987302,0.00004628344,0.0001974048,0.0003688899,0.00004129288,0.0006159747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004641446,0.0005876436,0.0001345652,0.1757081,0.0002086279,0.0000520345,0.0001336337,5.649974e-8,4.664404e-7,0.007615746,0.0008969264,0.8146158],"study_design_scores_gemma":[0.001292433,0.0001015171,0.0001880362,0.044255,0.005220848,0.000003876396,0.00003290122,0.000003010903,5.964966e-7,0.0001768865,0.9484615,0.0002633687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001632946,0.9931163,0.00001823031,0.002199262,0.0002053223,0.003608231,0.0007439993,0.00005224515,0.00004011482],"genre_scores_gemma":[0.0003042771,0.9907977,0.00005391889,0.00003960067,0.0005312257,0.002608178,0.005161859,0.00005699077,0.0004462354],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9475646,"threshold_uncertainty_score":0.9999576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1800308622125151,"score_gpt":0.3676023167099125,"score_spread":0.1875714544973974,"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."}}