{"id":"W2157616868","doi":"10.1007/s11255-010-9716-9","title":"Two icodextrin exchanges per day in peritoneal dialysis patients with ultrafiltration failure: one center’s experience and review of the literature","year":2010,"lang":"en","type":"article","venue":"International Urology and Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Icodextrin; Medicine; Peritoneal dialysis; Nephrology; Urology; Internal medicine; Ultrafiltration (renal); Creatinine; Dialysis; Surgery; Gastroenterology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001423763,0.00009237506,0.0002154828,0.0001049754,0.00003015299,0.000009057857,0.00008893519,0.00007092624,0.0001716378],"category_scores_gemma":[0.00007140547,0.00005632939,0.00003965913,0.0001008397,0.0002407341,0.00006526985,0.00006030213,0.0001936159,9.506565e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006281526,"about_ca_system_score_gemma":0.00001373632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001540433,"about_ca_topic_score_gemma":0.0002510898,"domain_scores_codex":[0.9992579,0.00008775434,0.0001894457,0.0002136432,0.0001492813,0.0001019537],"domain_scores_gemma":[0.9995765,0.00004670773,0.00009122855,0.0001349972,0.0001092238,0.00004131563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008043183,0.0008125337,0.97513,0.0003583447,0.0003239072,0.00001843059,0.001922177,0.000003028552,0.008728463,0.005241833,0.0003156517,0.006341366],"study_design_scores_gemma":[0.001724367,0.00018748,0.9872443,0.0002094365,0.0001360751,0.00002725339,0.00002007115,0.00004741825,0.0001220565,0.0001054139,0.01010803,0.00006810835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862296,0.001234394,0.00001494064,0.01170771,0.0001530337,0.0002429357,0.00001832221,0.000004550593,0.000394508],"genre_scores_gemma":[0.9924828,0.001770974,0.0001067559,0.005403494,0.00007961308,0.00003929112,0.00007064371,0.000004636401,0.00004177828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01211435,"threshold_uncertainty_score":0.2297046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005100736072896577,"score_gpt":0.2414519010183628,"score_spread":0.2363511649454662,"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."}}