{"id":"W4380626574","doi":"10.1093/ndt/gfad063c_5810","title":"#5810 SELECTED CARDIOVASCULAR (CV)/NON-CV EVENT RATES IN NON-DIALYSIS-DEPENDENT PATIENTS TREATED WITH ESAS IN US MEDICARE (2017–2019), BY CKD STAGE","year":2023,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"GlaxoSmithKline (Canada)","funders":"","keywords":"Medicine; Kidney disease; Dialysis; Population; Internal medicine; Myocardial infarction; Anemia; Retrospective cohort study; Stroke (engine); Intensive care medicine; Emergency 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":[0.0008013922,0.0002852336,0.0004120462,0.001406188,0.0003698746,0.0008254954,0.0006301603,0.0004661361,0.004696896],"category_scores_gemma":[0.003330747,0.0003277477,0.0009607272,0.001925573,0.0002227697,0.0007038577,0.0006794909,0.0008941001,0.0005720799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005880999,"about_ca_system_score_gemma":0.0007251114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01783795,"about_ca_topic_score_gemma":0.02070514,"domain_scores_codex":[0.9990525,0.0001489278,0.0001982893,0.0002638304,0.0001951209,0.0001413628],"domain_scores_gemma":[0.9949774,0.0006120475,0.003106983,0.0002595111,0.0004554599,0.000588538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000205089,0.00003002535,0.9965926,0.0000269261,0.000133486,0.0000196083,0.00001751684,0.00006011107,0.00004182768,0.00003656332,0.001770488,0.00106581],"study_design_scores_gemma":[0.00003681918,0.00008498567,0.998302,0.00002188459,0.0000754815,0.0001202231,0.0000719403,0.0004294693,0.0000418014,0.00004374191,0.000765864,0.0000057474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593889,0.0006207381,0.0001960977,0.0002293759,0.00003613235,0.00003743194,0.03827944,0.00002465251,0.001187133],"genre_scores_gemma":[0.9685214,0.0003776545,0.0002527036,0.0001704957,0.0001193338,0.00008243267,0.0295943,0.00001365758,0.0008680013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01783795,"threshold_uncertainty_score":0.03546822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006112940326419678,"score_gpt":0.239754354416458,"score_spread":0.2336414140900383,"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."}}