{"id":"W2162377046","doi":"10.1093/ndt/gfu218","title":"Protein restriction: a revisited old strategy with new opportunities?","year":2014,"lang":"en","type":"letter","venue":"Nephrology Dialysis Transplantation","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Kidney disease; Internal medicine; Hemodialysis; Anemia; Gastroenterology; Endocrinology; Erythropoietin; Nephrology; vitamin D deficiency; Vitamin D and neurology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01864515,0.0007352487,0.003544526,0.0004117723,0.0004451062,0.002384541,0.001586461,0.002852426,0.007202692],"category_scores_gemma":[0.009006229,0.0003104784,0.001544031,0.0007287546,0.002262528,0.005140974,0.00121334,0.004602519,0.001155634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007252334,"about_ca_system_score_gemma":0.001728925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008108863,"about_ca_topic_score_gemma":0.002019434,"domain_scores_codex":[0.995833,0.002923293,0.0004214879,0.0002892151,0.0003931821,0.0001398783],"domain_scores_gemma":[0.9936941,0.003408471,0.0009559811,0.0007477358,0.0005477156,0.0006459522],"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":[0.07247971,0.003156241,0.005505585,0.01569396,0.004869973,0.0003688869,0.0005631176,0.0002810773,0.004151183,0.0143769,0.04968604,0.8288673],"study_design_scores_gemma":[0.1041736,0.07373449,0.039626,0.04382364,0.01338951,0.001821707,0.005415822,0.003249262,0.003462003,0.05929738,0.6514681,0.0005385324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.05234075,0.7212926,0.004133107,0.2083144,0.009474478,0.0005476117,0.0004541599,0.00009182031,0.003351009],"genre_scores_gemma":[0.3628848,0.4229037,0.02273585,0.154496,0.0260761,0.002356156,0.0005546712,0.0001579277,0.007834794],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01864515,"threshold_uncertainty_score":0.09860617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03553090731650865,"score_gpt":0.26028126082465,"score_spread":0.2247503535081414,"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."}}