{"id":"W2587816311","doi":"10.1007/978-3-662-52972-0_66","title":"Pediatric Hemodialysis Prescription, Complications, and Future Directions","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Intensive care medicine; Medical prescription; Malnutrition; Population; Peritoneal dialysis; Nausea; Disease; Pediatrics; Surgery; 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":[0.0004257798,0.0003549182,0.0003364182,0.0005705645,0.000342999,0.001441547,0.0003497144,0.0006446445,0.0151084],"category_scores_gemma":[0.001118346,0.0001675356,0.0002453056,0.0007479,0.0003288898,0.001100586,0.0005372879,0.00199582,0.002726074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094553,"about_ca_system_score_gemma":0.002081594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002953521,"about_ca_topic_score_gemma":0.01110516,"domain_scores_codex":[0.9998648,0.00003084578,0.00001118173,0.00001250729,0.00006752485,0.00001304322],"domain_scores_gemma":[0.9997134,0.0001372249,0.0000295169,0.000008330661,0.00006488813,0.00004664313],"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":[0.00002013405,0.00007726538,0.0008038238,0.0004157696,0.000008426992,0.0002899452,0.0003075494,0.0006333227,0.0002206993,0.05777685,0.4746493,0.464797],"study_design_scores_gemma":[0.000002755938,0.00001206228,0.0008376765,0.0007329158,0.000005146046,0.0008573587,0.0001174073,0.0001219475,0.00007468351,0.01209222,0.9851403,0.000005602225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002952122,0.5961291,0.005485198,0.05031263,0.0103335,0.00003820803,0.00054687,0.0002158861,0.3339865],"genre_scores_gemma":[0.01552333,0.7008073,0.00920087,0.01305515,0.006908715,0.00007505782,0.0004882213,0.0001217246,0.2538197],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0151084,"threshold_uncertainty_score":0.05054265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231114655918615,"score_gpt":0.233438894778808,"score_spread":0.2211277482196219,"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."}}