{"id":"W2116763351","doi":"10.1681/asn.2010020173","title":"Naturally Occurring Higher Hemoglobin Concentration Does Not Increase Mortality among Hemodialysis Patients","year":2010,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Chugai Pharmaceutical; Kyowa Hakko Kirin; Amgen","keywords":"Hemodialysis; Medicine; Hemoglobin; Dialysis; Internal medicine; Erythropoietin; Anemia; Kidney disease; Observational study; End stage renal disease; Disease; Intensive care medicine; Prospective cohort study","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":[0.0007902703,0.00009403392,0.0002609315,0.0003321512,0.0002761885,0.0003847604,0.0002349467,0.0004224211,0.0009416335],"category_scores_gemma":[0.006261248,0.0001459103,0.0002928734,0.0003540482,0.0002987575,0.0003082655,0.000230634,0.0005473089,0.00008486387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002298746,"about_ca_system_score_gemma":0.0002931673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129564,"about_ca_topic_score_gemma":0.001360686,"domain_scores_codex":[0.9991431,0.0004454031,0.00007213942,0.000110754,0.0001525578,0.00007589648],"domain_scores_gemma":[0.9962479,0.001383949,0.001555506,0.0002962199,0.0001566,0.0003597013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001401832,0.00004532281,0.996897,0.000009559914,0.00005652231,0.00005984276,0.00002434433,0.00004715838,0.0002241465,0.00003897773,0.0000798928,0.00237713],"study_design_scores_gemma":[0.00001735128,0.0001971544,0.9982157,0.000008175954,0.00004329743,0.0006179436,0.00004572779,0.0004373025,0.0001373261,0.0001369496,0.0001387056,0.000004347416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998805,0.0004072963,0.0001464734,0.0001291238,0.000008086913,0.000002228323,0.0000541224,0.000004675774,0.000442962],"genre_scores_gemma":[0.9998011,0.00006187248,0.0000430283,0.00002129994,0.00001250279,0.000001167768,0.00003091384,6.107168e-7,0.00002749067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001129564,"threshold_uncertainty_score":0.004179358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00925931623838484,"score_gpt":0.2693365084778568,"score_spread":0.260077192239472,"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."}}