{"id":"W2799771424","doi":"10.1111/sdi.12700","title":"Does peritoneal dialysis have a role in urgent‐start end‐stage kidney disease?","year":2018,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Peritoneal dialysis; Intensive care medicine; Dialysis; End stage renal disease; Context (archaeology); End stage renal failure; Disease; End-stage kidney disease; Stage (stratigraphy); Kidney disease; Population; Surgery; Pathology; Internal medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001181778,0.001238889,0.00510552,0.002960425,0.000124352,0.0001718882,0.0007506364,0.0005279383,0.00503398],"category_scores_gemma":[0.001359591,0.0007896311,0.00355149,0.00259697,0.0003539619,0.0001586183,0.0006229019,0.0007165765,0.0003378972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009652812,"about_ca_system_score_gemma":0.001097865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005864823,"about_ca_topic_score_gemma":0.0008372039,"domain_scores_codex":[0.9926918,0.000727127,0.00216143,0.001934198,0.001329702,0.00115572],"domain_scores_gemma":[0.9950837,0.000249789,0.0007005058,0.002080796,0.000123292,0.001761905],"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":[0.0003803306,0.003041782,0.01283879,0.03414917,0.003991007,0.003104407,0.001328458,0.00002181545,0.000004342734,0.00007366049,0.01281461,0.9282516],"study_design_scores_gemma":[0.000837793,0.00007302898,0.0004048559,0.0196549,0.0154257,0.000002328949,0.0004244353,0.0002000607,0.000004757002,0.00008571174,0.9619303,0.0009560887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006052806,0.990058,0.000007215478,0.000478125,0.0006750392,0.002083942,0.0008530668,0.00009019757,0.00514914],"genre_scores_gemma":[0.0009521071,0.9791991,0.0001865357,0.0004954741,0.001109557,0.001148136,0.00382163,0.0001860118,0.01290144],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9491158,"threshold_uncertainty_score":0.9994555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788600412771034,"score_gpt":0.3032117518904447,"score_spread":0.2853257477627343,"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."}}