{"id":"W4380448037","doi":"10.1093/ndt/gfad063c_5749","title":"#5749 RATES OF SELECTED CARDIOVASCULAR AND NON-CARDIOVASCULAR EVENTS AMONG DIALYSIS PATIENTS WITH ANEMIA IN THE US MEDICARE POPULATION","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; Dialysis; Population; Cohort; Myocardial infarction; Kidney disease; Transplantation; Clinical trial; Anemia; Internal medicine; Retrospective cohort study; Stroke (engine); Kidney transplantation; Cohort study; Pediatrics; Intensive care 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":[0.0009596376,0.000198736,0.0003422052,0.001533187,0.0004277423,0.0007219439,0.0005383224,0.0004586225,0.004858367],"category_scores_gemma":[0.004713904,0.0002116816,0.0004061745,0.00175439,0.0002031653,0.0006697592,0.0006409828,0.0005614755,0.0005303877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000413005,"about_ca_system_score_gemma":0.0005139214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01360123,"about_ca_topic_score_gemma":0.01230533,"domain_scores_codex":[0.9989402,0.0002548315,0.0001818534,0.0003014111,0.0002121509,0.0001095657],"domain_scores_gemma":[0.9953556,0.0006727103,0.00267724,0.0003304844,0.0004739251,0.0004900474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004621557,0.00001815356,0.9973916,0.000008256572,0.00004572378,0.00001950948,0.00001203447,0.0000287633,0.00002881266,0.00003032828,0.001104465,0.001266131],"study_design_scores_gemma":[0.00001224228,0.00003337443,0.9989703,0.00001124387,0.00002532072,0.00009262368,0.00005488676,0.0002717703,0.00002603758,0.00004081578,0.0004580417,0.000003469391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817373,0.0007151396,0.0002889467,0.0005085049,0.00004046596,0.00004775132,0.01444699,0.00003519917,0.002179717],"genre_scores_gemma":[0.9918358,0.0003762478,0.0002243726,0.0002881515,0.00009743006,0.00006406631,0.006563828,0.000009815268,0.0005403381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01360123,"threshold_uncertainty_score":0.02704418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006306903838500777,"score_gpt":0.2240875762363093,"score_spread":0.2177806723978085,"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."}}