{"id":"W2793692742","doi":"10.1159/000485158","title":"Visions in a Crystal Ball: The Future of Peritoneal Dialysis","year":2018,"lang":"en","type":"review","venue":"Blood Purification","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Peritoneal dialysis; Intensive care medicine; Nephrology; Renal replacement therapy; Acute kidney injury; Cardiorenal syndrome; Dialysis; Regimen; Kidney transplantation; Renal function; Transplantation; 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":[0.00702325,0.0004629759,0.0007073966,0.0008571453,0.001718395,0.00500426,0.001059575,0.005734136,0.007826853],"category_scores_gemma":[0.009121895,0.000174925,0.0006232968,0.0006912292,0.004973222,0.008864658,0.00314461,0.0124269,0.002107911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002778233,"about_ca_system_score_gemma":0.005008152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212826,"about_ca_topic_score_gemma":0.002626289,"domain_scores_codex":[0.9969496,0.001351836,0.0001960017,0.0002336282,0.0009709112,0.0002979545],"domain_scores_gemma":[0.9918208,0.003312581,0.0004638847,0.0002194595,0.002008739,0.002174663],"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":[0.0003447278,0.0001303624,0.00134486,0.001975832,0.00004804751,0.0005114755,0.0008829157,0.0004820363,0.0006670288,0.1125138,0.5278181,0.3532808],"study_design_scores_gemma":[0.00004382218,0.0001516339,0.0009332711,0.00213754,0.00002258788,0.001277246,0.001445776,0.0003670089,0.0001935209,0.07253554,0.9208456,0.00004632934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001525727,0.3299273,0.001565507,0.6428084,0.01624145,0.000008971242,0.00007409114,0.00007873847,0.007769749],"genre_scores_gemma":[0.07804537,0.604561,0.005097267,0.2506797,0.05221339,0.00005453045,0.0001808197,0.00009794797,0.009069948],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007826853,"threshold_uncertainty_score":0.03714293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04347612042899644,"score_gpt":0.3774207739948778,"score_spread":0.3339446535658813,"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."}}