{"id":"W2346297519","doi":"10.1111/hdi.12425","title":"Naturally nonanemic dialysis patients: Who are they?","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Anemia; Dialysis; Internal medicine; Hemoglobin; Randomized controlled trial; Intensive care medicine; Gastroenterology","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":[0.0007648705,0.00007537655,0.0004241174,0.0002362698,0.0003028322,0.0006437718,0.0001921773,0.0004680447,0.001504865],"category_scores_gemma":[0.002156732,0.00004992867,0.0001478816,0.0004986138,0.0003506891,0.0007193472,0.0001469885,0.0003590153,0.0001505433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001524437,"about_ca_system_score_gemma":0.0003714338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008461424,"about_ca_topic_score_gemma":0.001452175,"domain_scores_codex":[0.9997131,0.00010767,0.00004210038,0.00005209513,0.00004792601,0.0000370623],"domain_scores_gemma":[0.998949,0.0003868573,0.0003371221,0.0000276266,0.00007552444,0.0002239573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001212533,0.000249366,0.9511286,0.0003740848,0.00006102858,0.0001925996,0.0002100215,0.00003142387,0.0003137747,0.0002621101,0.001451405,0.0445131],"study_design_scores_gemma":[0.000281462,0.001258963,0.9841796,0.0006744027,0.0001725728,0.002150484,0.002237871,0.0002309666,0.0002046025,0.001217393,0.007368422,0.0000234311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722388,0.02219833,0.0002046051,0.002908042,0.0001572434,0.00004968092,0.000720458,0.000005602284,0.001517102],"genre_scores_gemma":[0.9930942,0.005077475,0.0002280215,0.0008599653,0.0002173704,0.00003049937,0.0003201787,0.000001073921,0.0001711985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001504865,"threshold_uncertainty_score":0.005034268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008948232488836715,"score_gpt":0.2500961252169349,"score_spread":0.2411478927280981,"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."}}