{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00161546,0.0009544436,0.001617874,0.0008504128,0.0004202856,0.0002698842,0.001225386,0.0006109455,0.0000903338],"category_scores_gemma":[0.01531442,0.0008359241,0.0006126996,0.001244011,0.0007589271,0.000580425,0.0003717468,0.000900025,0.0001767624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215631,"about_ca_system_score_gemma":0.000305151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002370051,"about_ca_topic_score_gemma":0.003620517,"domain_scores_codex":[0.9921124,0.0006398263,0.002170989,0.001482214,0.00233437,0.001260211],"domain_scores_gemma":[0.9904584,0.00473787,0.001603904,0.001352742,0.001400314,0.0004467143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007101471,0.001342886,0.8806881,0.0003279538,0.001178909,0.00005805591,0.02922638,0.0008651695,0.002226036,0.003479135,0.07471795,0.005818411],"study_design_scores_gemma":[0.01002332,0.0001860332,0.8048199,0.0004730315,0.001081278,0.00001402937,0.007748493,0.0007373876,0.006455348,0.007151106,0.1611314,0.0001786965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830835,0.001514643,0.001519895,0.0005961404,0.001001309,0.001070633,0.0007318857,0.0001302791,0.01035165],"genre_scores_gemma":[0.9807056,0.0009517446,0.002450838,0.001092196,0.001318837,0.000192059,0.002058246,0.000157306,0.01107317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08641344,"threshold_uncertainty_score":0.9994091,"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."}}