{"id":"W4380626282","doi":"10.1093/ndt/gfad063d_4399","title":"#4399 ALGORITHM-MANAGED DOSING AND PHARMACIST-MANAGED DOSING OF ERYTHROPOIETIN STIMULATING AGENTS IN RENAL ANEMIA: A SYSTEMATIC REVIEW","year":2023,"lang":"en","type":"review","venue":"Nephrology Dialysis Transplantation","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dosing; Observational study; Anemia; Psychological intervention; Systematic review; Pharmacist; Cochrane Library; Intensive care medicine; MEDLINE; Algorithm; Pediatrics; Internal medicine; Pharmacy; Family medicine; Meta-analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01814571,0.002452707,0.01407941,0.01289329,0.001192867,0.004239233,0.003423377,0.002570163,0.01846592],"category_scores_gemma":[0.06487433,0.00165753,0.01073619,0.01332226,0.001414905,0.005156939,0.002706731,0.001637507,0.001304661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007341294,"about_ca_system_score_gemma":0.01883843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008351279,"about_ca_topic_score_gemma":0.02403228,"domain_scores_codex":[0.9820043,0.005776958,0.007658323,0.001229478,0.002839469,0.0004913686],"domain_scores_gemma":[0.9555913,0.02871446,0.009877718,0.0008349352,0.004462151,0.0005195174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001721694,0.000006748274,0.0002828541,0.9871436,0.004168165,0.0000311902,0.00007705394,0.00004270902,0.00008289156,0.0001375902,0.001135991,0.006719034],"study_design_scores_gemma":[0.0006559803,0.000134054,0.002117948,0.942993,0.04361695,0.0001182826,0.00013895,0.00009710652,0.0001327723,0.0003861951,0.009573967,0.00003484129],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003881541,0.9608126,0.001854141,0.00179369,0.0007638274,0.02016688,0.008690832,0.0001505117,0.001885939],"genre_scores_gemma":[0.0366238,0.9118565,0.006039131,0.003140677,0.0003537836,0.03666648,0.003568653,0.00007101002,0.001679971],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01846592,"threshold_uncertainty_score":0.09596485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05576182363963691,"score_gpt":0.3602064210741482,"score_spread":0.3044445974345113,"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."}}