{"id":"W4302024692","doi":"10.1053/j.ajkd.2022.07.004","title":"Peritoneal Dialysis Prescription and Adequacy in Clinical Practice: Core Curriculum 2023","year":2022,"lang":"en","type":"review","venue":"American Journal of Kidney Diseases","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"","keywords":"Medicine; Peritoneal dialysis; Intensive care medicine; Renal replacement therapy; Medical prescription; Flexibility (engineering); Hemodialysis; Dialysis; Renal function; Surgery; Internal medicine; Nursing","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":[0.00319269,0.0006898564,0.001774653,0.002756946,0.0002118979,0.001010976,0.001168203,0.001191086,0.003166813],"category_scores_gemma":[0.007787305,0.0003751202,0.0009300479,0.00275811,0.0003739737,0.001001815,0.001463944,0.001609963,0.0006349143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003540861,"about_ca_system_score_gemma":0.01104362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0157525,"about_ca_topic_score_gemma":0.04105982,"domain_scores_codex":[0.9988517,0.0002700303,0.0002600257,0.0001067745,0.000421286,0.00009016137],"domain_scores_gemma":[0.9961097,0.001693521,0.0009299033,0.00004827029,0.000818592,0.0004000803],"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":[0.00007009386,0.0002065264,0.001501752,0.03146413,0.0001626858,0.00002312987,0.00005167618,0.0004185005,0.0001109733,0.001018098,0.02674258,0.9382299],"study_design_scores_gemma":[0.0004633138,0.0006114445,0.05843689,0.3163482,0.002089067,0.0007631243,0.0003194144,0.001267888,0.000513178,0.002323783,0.6167703,0.00009350426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006759479,0.9948468,0.0002504082,0.002345487,0.0003620797,0.00006282987,0.0001311477,0.00001911908,0.00130614],"genre_scores_gemma":[0.004976251,0.991409,0.001128298,0.001498837,0.0002634522,0.00007858277,0.0002298211,0.000003366062,0.0004123111],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0157525,"threshold_uncertainty_score":0.03132159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04562153256853722,"score_gpt":0.4050663488951503,"score_spread":0.3594448163266131,"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."}}