{"id":"W3144773245","doi":"10.1016/j.kint.2021.03.020","title":"Controversies in optimal anemia management: conclusions from a Kidney Disease: Improving Global Outcomes (KDIGO) Conference","year":2021,"lang":"en","type":"article","venue":"Kidney International","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":209,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; U.S. Department of Veterans Affairs","keywords":"Kidney disease; Medicine; Intensive care medicine; Guideline; Anemia; Disease; Clinical trial; Pathology; Internal medicine","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":[0.09447509,0.001907621,0.004815971,0.003317824,0.003890282,0.01241937,0.007249296,0.02303342,0.006774152],"category_scores_gemma":[0.1456538,0.001048517,0.00525564,0.004040353,0.009941688,0.01131178,0.009213186,0.0431587,0.0015865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01261611,"about_ca_system_score_gemma":0.0365422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01641213,"about_ca_topic_score_gemma":0.02545165,"domain_scores_codex":[0.9700313,0.01523943,0.004305235,0.002515058,0.006093512,0.00181543],"domain_scores_gemma":[0.7983497,0.1493772,0.007575379,0.002574159,0.03234385,0.009779699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008533069,0.0002182892,0.001750314,0.005342403,0.0009129986,0.0001813282,0.000984029,0.0008922595,0.0001714231,0.0490145,0.781986,0.1576932],"study_design_scores_gemma":[0.001337702,0.0001702102,0.003721638,0.04011811,0.002363325,0.0001733952,0.003534553,0.0007454084,0.0004326589,0.1102869,0.8368278,0.0002883078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003207834,0.08642359,0.0003103058,0.8987518,0.01298027,0.00001510186,0.000130972,0.00001086329,0.001056269],"genre_scores_gemma":[0.01773263,0.1083785,0.003696299,0.8174945,0.05143173,0.0001474523,0.0003192055,0.00006424412,0.0007354404],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09447509,"threshold_uncertainty_score":0.499638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108701780616131,"score_gpt":0.2822429157763667,"score_spread":0.2711558979702053,"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."}}