{"id":"W1958478272","doi":"10.1111/hdi.12173","title":"Inflammation, high ferritin, and erythropoietin resistance in indigenous maintenance hemodialysis patients from the <scp>T</scp>op <scp>E</scp>nd of <scp>N</scp>orthern <scp>A</scp>ustralia","year":2014,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cilag","keywords":"Erythropoietin; Hemodialysis; Medicine; Inflammation; Ferritin; Immunology; Endocrinology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004859986,0.0001413814,0.0003012688,0.0006252839,0.0005254238,0.0004361501,0.0003006023,0.0002405956,0.0006706007],"category_scores_gemma":[0.001494257,0.0002567348,0.0003054232,0.0007477233,0.0003008675,0.0002820139,0.0004148858,0.0003797013,0.0000818414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006022869,"about_ca_system_score_gemma":0.0004970593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02004041,"about_ca_topic_score_gemma":0.02090883,"domain_scores_codex":[0.999711,0.0000666402,0.00004106852,0.00006055069,0.00006624443,0.00005446032],"domain_scores_gemma":[0.9991069,0.0001380709,0.0004698508,0.00006532673,0.00007881786,0.0001409598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002972684,0.00001647824,0.9993762,0.000004705187,0.00001264088,0.00006110864,0.0001228131,0.000006077205,0.000106892,0.000003943418,0.00001481329,0.000244587],"study_design_scores_gemma":[0.000002200083,0.0000296512,0.9994932,0.000003066112,0.000009734812,0.0001695263,0.0001879005,0.00004335478,0.00001975605,0.000004101361,0.00003637938,0.000001160854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998119,0.00004255441,0.00001125842,0.00001024689,6.924866e-7,0.000003478236,0.00004406299,4.209888e-7,0.00007536575],"genre_scores_gemma":[0.9997802,0.00003844983,0.00003650309,0.00001318758,0.000003447697,0.000006189871,0.00007775312,3.215276e-7,0.00004380769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02004041,"threshold_uncertainty_score":0.03984749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007507117493797969,"score_gpt":0.2266626435406155,"score_spread":0.2191555260468175,"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."}}