{"id":"W4294096069","doi":"10.1007/978-3-030-52719-8_62","title":"Adequacy of Dialysis","year":2022,"lang":"en","type":"book-chapter","venue":"Pediatric Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Dialysis; Medicine; Dialysis adequacy; Intensive care medicine; Hemodialysis; Peritoneal dialysis; Renal function; Medical prescription; Observational study; Kt/V; Internal medicine; Pharmacology","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":[0.0006391951,0.0003047411,0.0003030494,0.0006051066,0.0004793395,0.001620363,0.000478894,0.0005144454,0.04822866],"category_scores_gemma":[0.001884124,0.000128693,0.0002440112,0.000411131,0.0003787933,0.001133302,0.0008746798,0.001298568,0.0134351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009134249,"about_ca_system_score_gemma":0.001620144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843464,"about_ca_topic_score_gemma":0.004247754,"domain_scores_codex":[0.9995313,0.0001047948,0.0000281924,0.0000585287,0.0002297675,0.00004748933],"domain_scores_gemma":[0.99963,0.0001084922,0.00003774048,0.00004295838,0.0001166542,0.00006409624],"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":[0.00005241248,0.00009849982,0.002689952,0.000237499,0.00001403126,0.0005195751,0.000473387,0.0007213342,0.0007670783,0.1625054,0.3135167,0.5184042],"study_design_scores_gemma":[0.000003269095,0.00002902636,0.002876394,0.0003164883,0.000007011863,0.001688728,0.0001510108,0.0002838837,0.0003015426,0.01993866,0.974395,0.000008912702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002086879,0.007946269,0.003795083,0.004730679,0.001104584,0.00004970862,0.0003384383,0.0001153403,0.979833],"genre_scores_gemma":[0.06517942,0.02029238,0.006552982,0.004167496,0.001816278,0.0001047634,0.0006076928,0.0001205093,0.9011585],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04822866,"threshold_uncertainty_score":0.1613409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144352488583021,"score_gpt":0.2404026449382979,"score_spread":0.2259673960799958,"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."}}