{"id":"W2124338575","doi":"10.1159/000343392","title":"Neutrophil Gelatinase-Associated Lipocalin (NGAL) in Chronic Cardiorenal Failure is Correlated with Endogenous Erythropoietin Levels and Decreases in Response to Low-Dose Erythropoietin Treatment","year":2012,"lang":"en","type":"article","venue":"Kidney & Blood Pressure Research","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Erythropoietin; Hepcidin; Lipocalin; Internal medicine; Medicine; Transferrin saturation; Endocrinology; Kidney disease; Anemia; Iron deficiency; Hemoglobin","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002694617,0.0007953171,0.001342163,0.001011328,0.0003808559,0.0001088496,0.0002707527,0.0005877569,0.0006810379],"category_scores_gemma":[0.001353424,0.0006241007,0.0002105932,0.001856052,0.0006234002,0.0002144907,0.0002855742,0.001412446,0.0001364447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220795,"about_ca_system_score_gemma":0.002627288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004920295,"about_ca_topic_score_gemma":0.0008955054,"domain_scores_codex":[0.9918965,0.002152168,0.0008430747,0.001220582,0.001506318,0.002381318],"domain_scores_gemma":[0.9951472,0.001052833,0.0001539556,0.001041603,0.0004029026,0.002201454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02842457,0.0211569,0.6272945,0.001412435,0.00545744,0.01029982,0.02949884,0.0004238591,0.2518153,0.00007196028,0.01874898,0.005395303],"study_design_scores_gemma":[0.1131235,0.03785922,0.4792303,0.01172945,0.004961723,0.004193739,0.006487209,0.0005296788,0.2655677,0.00006871224,0.07301305,0.003235622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706067,0.01441769,0.000001861064,0.01058342,0.00008124999,0.00322198,0.0002982221,0.0001287807,0.0006600345],"genre_scores_gemma":[0.9948824,0.0009165292,0.0006263999,0.0003197219,0.0002794488,0.0005398241,0.0001640239,0.0001631956,0.002108472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1480642,"threshold_uncertainty_score":0.999621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0491499599766969,"score_gpt":0.3248132847650796,"score_spread":0.2756633247883827,"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."}}