{"id":"W2027961496","doi":"10.1053/j.ajkd.2014.04.008","title":"Dialysis Recovery Time: More Than Just Another Serum Albumin","year":2014,"lang":"en","type":"letter","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Université de Montréal","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Internal medicine; Population; Intensive care medicine","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":[0.002497815,0.0007354179,0.001693892,0.00068874,0.004091832,0.004191343,0.001636181,0.04789387,0.005506453],"category_scores_gemma":[0.02518831,0.0008206192,0.001718398,0.0008732932,0.002982562,0.004862167,0.001783427,0.04968165,0.003405864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007537154,"about_ca_system_score_gemma":0.004967477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005655917,"about_ca_topic_score_gemma":0.01069736,"domain_scores_codex":[0.9965597,0.0009260408,0.0006329931,0.0005005798,0.0008523297,0.0005283378],"domain_scores_gemma":[0.9910365,0.004965478,0.0009383534,0.0002557539,0.001303931,0.001499864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001114841,0.0001069717,0.003054199,0.00008588858,0.00005466173,0.01235104,0.0002356315,0.0001762667,0.0002825801,0.007370566,0.9546677,0.0215031],"study_design_scores_gemma":[0.0003909146,0.0002626317,0.005784331,0.001131842,0.0002445168,0.04195786,0.001256439,0.002031998,0.0006464556,0.03578466,0.9102921,0.000216281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000815494,0.0009444382,0.0001373843,0.984186,0.01052601,0.000005247611,0.00001610595,0.00001537514,0.003353846],"genre_scores_gemma":[0.007800759,0.001180856,0.0003328738,0.925753,0.06010036,0.00001577489,0.00001736076,0.00002007177,0.004778986],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04789387,"threshold_uncertainty_score":0.05468613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009133918440097795,"score_gpt":0.2481505035222203,"score_spread":0.2390165850821225,"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."}}