{"id":"W3003510310","doi":"10.1177/0896860819895364","title":"International Society for Peritoneal Dialysis practice recommendations: Prescribing high-quality goal-directed peritoneal dialysis","year":2020,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":322,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; Western University","funders":"Kidney Research UK; National Institute for Health and Care Research","keywords":"Peritoneal dialysis; Medicine; Dialysis; Guideline; Medical prescription; Intensive care medicine; Quality (philosophy); Nursing; Surgery","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":[0.01827041,0.0008001626,0.001590957,0.003411684,0.002581611,0.003753589,0.003042009,0.01074786,0.02572921],"category_scores_gemma":[0.09401481,0.0008461726,0.003406941,0.00421139,0.001548688,0.003449151,0.004928622,0.009634316,0.01901799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005133035,"about_ca_system_score_gemma":0.03221907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02110116,"about_ca_topic_score_gemma":0.03006065,"domain_scores_codex":[0.9684739,0.01194957,0.008679381,0.001045254,0.008467173,0.00138478],"domain_scores_gemma":[0.9055863,0.01599231,0.01122791,0.001856614,0.05581914,0.009517725],"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":[0.00003507162,0.0002327686,0.002438742,0.00187483,0.00003870024,0.0002087868,0.0005373791,0.0002608949,0.0001216157,0.00187933,0.8662284,0.1261435],"study_design_scores_gemma":[0.0004121001,0.0001591106,0.01285415,0.02736855,0.0001313587,0.0008997394,0.001307364,0.0006336531,0.0003249163,0.008909057,0.9468673,0.0001328113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002482782,0.02043813,0.01252561,0.8011846,0.01446434,0.003228066,0.004115179,0.001370085,0.1401913],"genre_scores_gemma":[0.04318911,0.08365227,0.2194981,0.5729855,0.01182873,0.01253553,0.01679328,0.0007853752,0.03873223],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02572921,"threshold_uncertainty_score":0.09662426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03877976744044713,"score_gpt":0.3437033219719121,"score_spread":0.304923554531465,"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."}}