{"id":"W2163597709","doi":"10.1097/01.asn.0000088026.88074.20","title":"Protocolized Anemia Management with Erythropoietin in Hemodialysis Patients","year":2003,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"Canadian Society of Nephrology","keywords":"Medicine; Erythropoietin; Transferrin saturation; Anemia; Hemodialysis; Hemoglobin; Internal medicine; Randomized controlled trial; Gastroenterology; Epoetin alfa; Blood transfusion; Clinical trial; Urology; Surgery; Iron deficiency","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005792915,0.0006366206,0.001310326,0.0005092805,0.0005148008,0.0008535986,0.0006437991,0.001398314,0.002269051],"category_scores_gemma":[0.008578126,0.0004599677,0.001589382,0.000385965,0.0005940223,0.0006330407,0.0007378658,0.001179456,0.0001850413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008827573,"about_ca_system_score_gemma":0.002204705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005808217,"about_ca_topic_score_gemma":0.0008190871,"domain_scores_codex":[0.993661,0.004659123,0.0007027967,0.0003864414,0.0003569164,0.0002336976],"domain_scores_gemma":[0.9956903,0.00141624,0.001680577,0.000366466,0.0001720306,0.0006743681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8462372,0.03978883,0.01127126,0.001419979,0.00248911,0.00008216102,0.0001671437,0.002261807,0.002568137,0.00050056,0.001264368,0.09194943],"study_design_scores_gemma":[0.6667223,0.3107083,0.01654213,0.0001846069,0.0007132459,0.00008372209,0.00005463269,0.001720171,0.0009362182,0.0007427761,0.00155563,0.00003620186],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876007,0.001326039,0.001103345,0.0003283755,0.0002321845,0.007981922,0.0002294576,0.00004011722,0.001157854],"genre_scores_gemma":[0.9781844,0.0007385634,0.003780638,0.0008548176,0.0002331418,0.0153553,0.0004003974,0.000004842688,0.0004480348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005792915,"threshold_uncertainty_score":0.03063625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008976281845697947,"score_gpt":0.2624423438024757,"score_spread":0.2534660619567777,"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."}}