{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006459687,0.0006987866,0.001725149,0.002493112,0.0003176069,0.0008620717,0.0006266509,0.0007790092,0.002582967],"category_scores_gemma":[0.001537086,0.0002655704,0.000772666,0.002579563,0.0004250128,0.0009757575,0.000693205,0.001365399,0.00060328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004847513,"about_ca_system_score_gemma":0.001795365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001629537,"about_ca_topic_score_gemma":0.004109028,"domain_scores_codex":[0.9996138,0.0000817916,0.000112152,0.00006291198,0.000101024,0.00002832676],"domain_scores_gemma":[0.9990564,0.0004356168,0.0003338009,0.00001927362,0.00008820828,0.00006665115],"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":[0.000100456,0.00007688932,0.003104205,0.03014046,0.0002943224,0.0009289976,0.00009847686,0.0001665909,0.0003810305,0.000923641,0.03073702,0.9330479],"study_design_scores_gemma":[0.0001741687,0.0002696152,0.01898636,0.03309496,0.00168883,0.02407964,0.0002594593,0.0001644896,0.000509771,0.001099469,0.9196174,0.00005575952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002698381,0.9986687,0.00007713417,0.0001894027,0.0002091733,0.000004879328,0.00001617354,0.000004073795,0.0005607359],"genre_scores_gemma":[0.001650668,0.9972486,0.0002043641,0.0002346304,0.0003870581,0.000009668368,0.00003651352,0.000001160414,0.0002274445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002582967,"threshold_uncertainty_score":0.008640885,"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."}}