{"id":"W4214948744","doi":"10.34067/kid.0006922021","title":"International Icodextrin Use and Association with Peritoneal Membrane Function, Fluid Removal, Patient and Technique Survival","year":2022,"lang":"en","type":"article","venue":"Kidney360","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Health and Medical Research Council; National Research Council of Thailand; National Science and Technology Development Agency; Canadian Institutes of Health Research; National Institute for Health and Care Research; Kidney Research UK; Patient-Centered Outcomes Research Institute","keywords":"Icodextrin; Medicine; Peritoneal fluid; Peritoneal dialysis; Internal medicine; Urology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000604927,0.000146486,0.0002062997,0.0006449626,0.0001335018,0.0004609757,0.0001687829,0.0001412499,0.001682234],"category_scores_gemma":[0.00225615,0.00006119753,0.0003857536,0.001165996,0.0002093439,0.0002298439,0.0002692532,0.0003526379,0.00008611399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003355682,"about_ca_system_score_gemma":0.0003531952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004087464,"about_ca_topic_score_gemma":0.003612045,"domain_scores_codex":[0.9997687,0.00003867135,0.00004062982,0.00005723841,0.00004390295,0.00005095732],"domain_scores_gemma":[0.9975358,0.0004894292,0.001399029,0.0001518461,0.000126421,0.0002973896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001459006,0.00001203356,0.997715,0.00001072087,0.00004341713,0.0000197626,0.00001994855,0.00007008476,0.0000955765,0.00001915028,0.0001194237,0.001728973],"study_design_scores_gemma":[0.000003198596,0.00005121718,0.9991564,0.000007716621,0.00003246781,0.0001104587,0.0000407894,0.0001862038,0.00007218834,0.00001714326,0.0003202359,0.000001955184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970822,0.0007606345,0.00019469,0.00005389719,0.000007826674,0.000007889986,0.0009612667,0.000008171827,0.0009233861],"genre_scores_gemma":[0.9990132,0.0001655814,0.0001104516,0.00001647863,0.00001058515,0.000007060372,0.000465677,0.000002261206,0.0002087068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004087464,"threshold_uncertainty_score":0.008127391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009783947556420711,"score_gpt":0.2184168276061255,"score_spread":0.2086328800497048,"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."}}