{"id":"W2005316324","doi":"10.1159/000089665","title":"Erythropoietin-Alpha Dosage Requirements in a Provincial Hemodialysis Population: Effect of Switching from Subcutaneous to Intravenous Administration","year":2005,"lang":"en","type":"article","venue":"Nephron Clinical Practice","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Winnipeg Regional Health Authority","funders":"","keywords":"Medicine; Erythropoietin; Ferritin; Hemoglobin; Hemodialysis; Transferrin saturation; Anemia; Internal medicine; Regimen; Population; Epoetin alfa; Gastroenterology; Surgery; Iron deficiency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00181949,0.0002755916,0.0008152499,0.0001108428,0.00009099029,0.00003554993,0.0001234401,0.0002794483,0.0002958148],"category_scores_gemma":[0.005214613,0.0002386491,0.0002284771,0.0002938452,0.00006333707,0.0003048601,0.00006818697,0.0005529578,0.0001645026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003804328,"about_ca_system_score_gemma":0.0002224078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001627405,"about_ca_topic_score_gemma":0.0009308851,"domain_scores_codex":[0.9962727,0.000624678,0.001475914,0.0006158716,0.0006582228,0.0003526442],"domain_scores_gemma":[0.9957746,0.002762392,0.0005532187,0.000504567,0.0001164437,0.0002888099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03016512,0.007334927,0.1050294,0.0002310383,0.0005553899,0.0018093,0.001473171,0.0001126543,0.008044878,0.00009017388,0.001375127,0.8437788],"study_design_scores_gemma":[0.07886741,0.128598,0.606115,0.003377709,0.01115058,0.002039811,0.002860462,0.005014883,0.04267811,0.0004894626,0.11557,0.003238495],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832506,0.0001375413,0.0003427002,0.01263862,0.0003001532,0.00115314,0.00001378868,0.00006244821,0.002101073],"genre_scores_gemma":[0.9734808,0.0001011628,0.02321704,0.001702559,0.001219966,0.00003265952,0.0001146427,0.00003409988,0.00009702631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8405403,"threshold_uncertainty_score":0.9731828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02422179527004118,"score_gpt":0.3958725027966619,"score_spread":0.3716507075266207,"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."}}