{"id":"W2091482918","doi":"10.2215/cjn.04950908","title":"Erythropoietin Therapy, Hemoglobin Targets, and Quality of Life in Healthy Hemodialysis Patients","year":2009,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Amgen","keywords":"Medicine; Hemodialysis; Erythropoietin; Epoetin alfa; Quality of life (healthcare); Dialysis; Kidney disease; Anemia; Internal medicine; Hemoglobin; Body mass index; Population; 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":[0.0006186792,0.0001316418,0.0002881415,0.0003290426,0.0002669957,0.0004439669,0.0001375443,0.0003760529,0.001079716],"category_scores_gemma":[0.002390311,0.0001353008,0.0002291699,0.0003653129,0.0002060695,0.0002934098,0.0002186955,0.0004162244,0.00009619923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001969353,"about_ca_system_score_gemma":0.0001753116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00096234,"about_ca_topic_score_gemma":0.001112658,"domain_scores_codex":[0.9996568,0.000143201,0.00003459092,0.00004874214,0.0000615449,0.00005517196],"domain_scores_gemma":[0.9985896,0.0003963288,0.0005415871,0.00003273429,0.00005965579,0.0003800666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001333993,0.0002632749,0.9945927,0.0000189691,0.00009724065,0.0000458405,0.0000644625,0.0000817879,0.0002180142,0.00001514479,0.0001283817,0.003140079],"study_design_scores_gemma":[0.0001455751,0.001076899,0.9980757,0.000007352048,0.00004507405,0.0001146399,0.00007014373,0.0002765751,0.00004734282,0.00004564161,0.00009114157,0.000003821766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993731,0.0003505209,0.00002876111,0.00004772525,0.00000481239,0.000005233349,0.00005965798,0.000001025466,0.0001292555],"genre_scores_gemma":[0.9997564,0.00006127816,0.00003225583,0.00004348721,0.000007524676,0.000005676377,0.0000607763,2.823784e-7,0.00003228768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001079716,"threshold_uncertainty_score":0.003611982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05146103973588918,"score_gpt":0.3771309727168841,"score_spread":0.3256699329809949,"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."}}