{"id":"W2104014956","doi":"10.1053/j.ackd.2007.04.003","title":"Frequent Hemodialysis in Children","year":2007,"lang":"en","type":"review","venue":"Advances in Chronic Kidney Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Allowance (engineering); Quality of life (healthcare); Disease; Intensive care medicine; Hemodialysis; Scopus; MEDLINE; Pediatrics; Psychiatry; Nursing; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004693751,0.0006930639,0.002368153,0.001245202,0.00003991251,0.00003458068,0.0004018622,0.0002014036,0.0005814509],"category_scores_gemma":[0.0003395178,0.0005433791,0.001221818,0.001454185,0.0001483327,0.0002047398,0.000194799,0.0005492772,0.0002280605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002655797,"about_ca_system_score_gemma":0.00271982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004475858,"about_ca_topic_score_gemma":0.00004594239,"domain_scores_codex":[0.99611,0.0001691818,0.001243676,0.001053396,0.0006508831,0.0007728754],"domain_scores_gemma":[0.9971597,0.00008395591,0.0003373671,0.001024148,0.00003424622,0.001360543],"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":[0.0000519205,0.0006011934,0.001875476,0.02412576,0.0003200081,0.0005716168,0.000007762877,0.00008692695,3.374572e-8,0.0002236639,0.0006745054,0.9714611],"study_design_scores_gemma":[0.001687176,0.00004535991,0.001203906,0.0274922,0.003468135,0.000005809056,0.00000366564,0.00004210581,1.472271e-7,0.0001567686,0.9653584,0.0005362728],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001973678,0.9929292,0.00004826928,0.00007473595,0.0002273087,0.002093611,0.0002338554,0.00005508898,0.004318177],"genre_scores_gemma":[0.0001774659,0.9950993,0.0001070487,0.000576952,0.0006025889,0.0004292164,0.002451483,0.0000893934,0.0004665515],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9709249,"threshold_uncertainty_score":0.9997018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988870581945987,"score_gpt":0.3529339106280633,"score_spread":0.3330452048086034,"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."}}