{"id":"W2021249703","doi":"10.1371/journal.pone.0094434","title":"Resistance to Erythropoiesis Stimulating Agents in Patients Treated with Online Hemodiafiltration and Ultrapure Low-Flux Hemodialysis: Results from a Randomized Controlled Trial (CONTRAST)","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Vlaamse regering; Nierstichting; ZonMw; Vrije Universiteit Amsterdam; Haukeland Universitetssjukehus; Roche Nederland; Fresenius Medical Care North America; International Society of Nephrology","keywords":"Medicine; Hematocrit; Hemodialysis; Transferrin saturation; Dialysis; Internal medicine; Erythropoietin; Erythropoiesis; Randomized controlled trial; Ferritin; Anemia; Gastroenterology; Surgery; Iron deficiency","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002873462,0.001230283,0.003246388,0.000334703,0.0003380601,0.001287976,0.0009354335,0.001779709,0.0047735],"category_scores_gemma":[0.003941942,0.0005087987,0.003368557,0.0004773852,0.001285706,0.0009786423,0.0004035531,0.002334225,0.0004210469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000833859,"about_ca_system_score_gemma":0.0009587768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000897318,"about_ca_topic_score_gemma":0.001604292,"domain_scores_codex":[0.9979458,0.001324349,0.0001658492,0.000298374,0.0001035342,0.0001620739],"domain_scores_gemma":[0.9964845,0.001516727,0.0009822602,0.0002732147,0.000182481,0.00056077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9916141,0.00209821,0.0009284575,0.0003124857,0.001157256,0.00001403768,0.00001969762,0.00004332078,0.0004982768,0.0000277409,0.0001463989,0.003140084],"study_design_scores_gemma":[0.9544126,0.04043612,0.003180269,0.00003164325,0.001312087,0.00001800858,0.00001547132,0.0001628558,0.0001735571,0.00005043261,0.0001973668,0.000009724084],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913967,0.005176854,0.0003141854,0.0004303416,0.0004092033,0.00108485,0.0005057294,0.00004042599,0.0006417829],"genre_scores_gemma":[0.9922317,0.001845139,0.0008906084,0.0008251939,0.0007849044,0.001706984,0.0007541545,0.00001450123,0.0009466974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0047735,"threshold_uncertainty_score":0.01596892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892633528832974,"score_gpt":0.2360726391070389,"score_spread":0.2171463038187091,"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."}}