{"id":"W2133914089","doi":"10.1186/1471-2369-14-264","title":"Trends in anemia management in US hemodialysis patients 2004–2010","year":2013,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; University of California, San Francisco; Agency for Healthcare Research and Quality; Nierstichting; Dialysis Clinics; Johns Hopkins University; Cleveland Clinic Foundation; Cleveland Clinic; U.S. Public Health Service; University of Miami; Robert Wood Johnson Foundation","keywords":"Medicine; Anemia; Hemodialysis; Transferrin saturation; Erythropoietin; Dialysis; Reimbursement; Nephrology; Hemoglobin; Internal medicine; Ferritin; Intensive care medicine; Pediatrics; Iron deficiency; Health care","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":[0.0008934729,0.0001532463,0.0002409659,0.001574716,0.0002291138,0.0005878006,0.0005565319,0.0005306628,0.0009662607],"category_scores_gemma":[0.002829148,0.0001598636,0.0003982613,0.002345734,0.0001944133,0.0005263715,0.0004079105,0.0006828855,0.0002027162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002187662,"about_ca_system_score_gemma":0.001230047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0600397,"about_ca_topic_score_gemma":0.07454188,"domain_scores_codex":[0.9992506,0.0001310291,0.0001828375,0.0001622421,0.0001569887,0.000116249],"domain_scores_gemma":[0.9960056,0.0003761449,0.002435202,0.00007633361,0.0008647014,0.0002419581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008073868,0.00004241864,0.9930131,0.00004100743,0.00006691297,0.00002462252,0.00009178614,0.0002185584,0.0001688661,0.00005722157,0.001892283,0.004302613],"study_design_scores_gemma":[0.0000056771,0.00004706555,0.9971936,0.00002649524,0.00002509182,0.0001644338,0.0001650886,0.0004763141,0.0001734963,0.00001478742,0.001703188,0.000004746884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864123,0.001569908,0.000297454,0.001242202,0.00002619651,0.00002103807,0.008528215,0.00006313158,0.00183959],"genre_scores_gemma":[0.9896175,0.0008873563,0.0005606176,0.0005693095,0.00004105448,0.00003981999,0.007836373,0.000009080455,0.000438907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0600397,"threshold_uncertainty_score":0.1193805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291548314556379,"score_gpt":0.2548467070655798,"score_spread":0.241931223920016,"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."}}