{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002817686,0.0000934994,0.000151737,0.0001170848,0.0001362235,0.00005941312,0.00003326137,0.00002795356,0.0003348823],"category_scores_gemma":[0.0000961378,0.00007598965,0.00003548668,0.0001333657,0.00002314738,0.00009223037,0.0001223672,0.0001190661,0.000001825102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001473272,"about_ca_system_score_gemma":0.00004140372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007573678,"about_ca_topic_score_gemma":0.000005178919,"domain_scores_codex":[0.9989204,0.00006946621,0.0001511765,0.0002263555,0.0005196508,0.0001129865],"domain_scores_gemma":[0.99955,0.00003142561,0.00007944938,0.0001164349,0.00009081306,0.0001318632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008947128,0.00368196,0.5971798,0.0006491722,0.004938287,0.001199659,0.002781149,0.0004432311,0.1421261,0.008376501,0.1681605,0.06151652],"study_design_scores_gemma":[0.002446059,0.0008303217,0.1220941,0.00005204612,0.0005089205,0.0001032443,0.0005602512,0.0009358625,0.001234379,0.000053537,0.8709394,0.0002418348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856653,0.0001408776,0.000617008,0.005090448,0.0004291001,0.0006619132,0.000091718,0.00008127681,0.007222359],"genre_scores_gemma":[0.9949167,0.0001336068,0.000690378,0.00107936,0.0001030118,0.0001295446,0.0001934268,0.00001731926,0.002736627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7027789,"threshold_uncertainty_score":0.3666726,"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."}}