{"id":"W4309355653","doi":"10.1002/9781119105954.ch33","title":"Treatment of Anemia in Chronic Kidney Disease","year":2022,"lang":"en","type":"other","venue":"","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Erythropoietin; Anemia; Medicine; Kidney disease; Erythropoiesis; Hemoglobin; Risk factor; Disease; Internal medicine; Immunology","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":[0.0004547013,0.0002254647,0.0003577418,0.0005565603,0.0003978848,0.0004683109,0.0002911865,0.0004538292,0.01973726],"category_scores_gemma":[0.001274462,0.00005005109,0.0005898772,0.0007029819,0.0001815603,0.0002425388,0.0004545763,0.0007627611,0.002978609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004651064,"about_ca_system_score_gemma":0.0009080141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001620596,"about_ca_topic_score_gemma":0.005259587,"domain_scores_codex":[0.9996767,0.0001276997,0.00003511568,0.00002767279,0.00009841433,0.00003437817],"domain_scores_gemma":[0.9996039,0.00009575188,0.0001149434,0.00002154079,0.00006340641,0.0001004263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007679268,0.0003410963,0.002219646,0.003414275,0.0001607914,0.0002211004,0.00003442563,0.00008763253,0.0004087476,0.003926367,0.1468111,0.841607],"study_design_scores_gemma":[0.001212496,0.0006265272,0.01417426,0.006486663,0.0003424205,0.002139403,0.00005424435,0.0002239105,0.0004869103,0.004987376,0.9692492,0.00001662099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01307203,0.6465612,0.001717077,0.01828832,0.002282674,0.000429137,0.003008644,0.0002124518,0.3144285],"genre_scores_gemma":[0.247418,0.5771374,0.0109564,0.02930432,0.006426139,0.0009524446,0.006373495,0.000126633,0.1213051],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01973726,"threshold_uncertainty_score":0.06602776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334232581957762,"score_gpt":0.2822602632057707,"score_spread":0.2689179373861931,"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."}}