{"id":"W2603888409","doi":"10.1111/hdi.12556","title":"Markers of iron status in chronic kidney disease","year":2017,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Medicine; Kidney disease; Iron status; Hemodialysis; Internal medicine; Intensive care medicine; Iron deficiency; Anemia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002522648,0.0003000124,0.001428604,0.0006905205,0.00003007328,0.00002669557,0.0003826825,0.0001686149,0.001688436],"category_scores_gemma":[0.0008386028,0.0002567479,0.0008000706,0.0001337849,0.0001300721,0.00009304765,0.0001160839,0.0002684575,0.00009927952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005014403,"about_ca_system_score_gemma":0.002486159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001328642,"about_ca_topic_score_gemma":0.00002310906,"domain_scores_codex":[0.9979716,0.00008661376,0.0007123345,0.0004063951,0.0005494905,0.0002735962],"domain_scores_gemma":[0.9982983,0.00006386577,0.000553972,0.0006645683,0.00008952157,0.0003297091],"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":[0.0001520714,0.0001609391,0.001023015,0.01192884,0.0002048785,0.00004966546,0.00002081121,0.000005455611,8.227373e-7,0.0002958883,0.003671876,0.9824857],"study_design_scores_gemma":[0.001268326,0.00002011261,0.001366318,0.005169311,0.001599049,0.000003440926,0.000005086455,0.00006320304,4.758094e-7,0.00003408643,0.9902738,0.0001968082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005628773,0.9834915,0.00002264584,0.0001128227,0.0006676977,0.0004515654,0.0004291922,0.00001395193,0.01475427],"genre_scores_gemma":[0.0004270123,0.9935408,0.000137631,0.00008026831,0.0004328591,0.0000754907,0.002330736,0.00003978561,0.002935434],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9866019,"threshold_uncertainty_score":0.9999885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03703777908165842,"score_gpt":0.3565909723644172,"score_spread":0.3195531932827588,"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."}}