{"id":"W4380626285","doi":"10.1093/ndt/gfad063c_5644","title":"#5644 SELECTED CARDIOVASCULAR AND NON-CARDIOVASCULAR EVENTS IN INCIDENT AND PREVALENT DIALYSIS PATIENTS 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; Myocardial infarction; Internal medicine; Stroke (engine); Hemodialysis; Retrospective cohort study; Cohort; Emergency medicine; Intensive care medicine; Surgery","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":[0.0008116084,0.000255799,0.0004247295,0.00101101,0.0006163897,0.0007672221,0.0005219586,0.0004570605,0.00558701],"category_scores_gemma":[0.003864289,0.0002160508,0.0004291616,0.001799644,0.0001897715,0.0007257133,0.0005591934,0.0007499315,0.0007412091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004134164,"about_ca_system_score_gemma":0.0007078288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007564967,"about_ca_topic_score_gemma":0.008701351,"domain_scores_codex":[0.9990051,0.000198216,0.0001944643,0.0002755869,0.0002186108,0.0001079899],"domain_scores_gemma":[0.9960083,0.0005193931,0.00229027,0.0002468959,0.000432449,0.0005027315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001704894,0.0000548082,0.9951533,0.00002411617,0.00007668936,0.00003110115,0.00002095965,0.00003379373,0.00004149582,0.00003780804,0.001822097,0.002533388],"study_design_scores_gemma":[0.00004389012,0.0000897202,0.9981884,0.00002233649,0.00004368574,0.0001028233,0.00005039609,0.0001970637,0.00003192139,0.00007545779,0.001150034,0.000004218249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614,0.001079849,0.0003602783,0.0006265238,0.0000886961,0.0001265053,0.03339205,0.00002775949,0.002898292],"genre_scores_gemma":[0.9743386,0.0008117199,0.0006662606,0.0005566375,0.00033468,0.0002583485,0.02136889,0.0000153409,0.001649586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007564967,"threshold_uncertainty_score":0.01869041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007743990628765123,"score_gpt":0.2344380654211757,"score_spread":0.2266940747924106,"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."}}