{"id":"W3217032967","doi":"10.1016/j.ekir.2021.11.019","title":"Incremental Versus Standard (Full-Dose) Peritoneal Dialysis","year":2021,"lang":"en","type":"review","venue":"Kidney International Reports","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Medical Research Council; Fresenius Medical Care North America; AstraZeneca; Eli Lilly and Company; National Health and Medical Research Council; Amgen","keywords":"Medicine; Peritoneal dialysis; Standard of care; 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":[0.001698995,0.0003144715,0.001065483,0.0005697015,0.0001791287,0.001541975,0.0007217137,0.0008585459,0.003133462],"category_scores_gemma":[0.003520246,0.0001337988,0.001382684,0.0008651492,0.0005476103,0.00135802,0.0005704135,0.001276138,0.0003375598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007226263,"about_ca_system_score_gemma":0.0008851371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008428495,"about_ca_topic_score_gemma":0.001379991,"domain_scores_codex":[0.9980799,0.0007200449,0.0003171751,0.0002992028,0.0004870883,0.00009649681],"domain_scores_gemma":[0.9986545,0.0008933236,0.0002244606,0.00004056782,0.0001450552,0.00004217086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.004014959,0.0002961445,0.001944007,0.08831441,0.001549693,0.0002349127,0.0002783194,0.0008040002,0.00201294,0.01682947,0.01146499,0.8722562],"study_design_scores_gemma":[0.003790925,0.006450027,0.02441146,0.06687643,0.006889085,0.004016905,0.0006351145,0.001553987,0.003961626,0.01887105,0.8623628,0.000180596],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008204114,0.9829646,0.0008462773,0.001155479,0.000619866,0.00007718643,0.0001637734,0.00001474962,0.005953901],"genre_scores_gemma":[0.1409193,0.8488153,0.002636012,0.003958093,0.000995973,0.0002609192,0.0003890859,0.00001804843,0.002007265],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003133462,"threshold_uncertainty_score":0.01048255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03979078009219322,"score_gpt":0.3634230840624543,"score_spread":0.323632303970261,"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."}}