{"id":"W3168075403","doi":"10.1093/ndt/gfab101.002","title":"MO680INTERNATIONAL COMPARISONS OF ICODEXTRIN PRESCRIPTION PRACTICE AND ITS ASSOCIATION WITH FLUID REMOVAL, BLOOD PRESSURE, PATIENT AND TECHNIQUE SURVIVAL*","year":2021,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Icodextrin; Peritoneal dialysis; Medical prescription; Dialysis; Internal medicine; Intensive care medicine; Renal function; Surgery; Emergency medicine; Urology; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001369126,0.0002537537,0.0004058788,0.001106776,0.0002375682,0.0007295947,0.0004421902,0.0003500224,0.003096488],"category_scores_gemma":[0.004017522,0.00012751,0.000749714,0.001709099,0.0002333469,0.0003811825,0.0005048662,0.0005058016,0.0002162665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004522924,"about_ca_system_score_gemma":0.0004909409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008283674,"about_ca_topic_score_gemma":0.006768045,"domain_scores_codex":[0.9988621,0.0003459782,0.0001529639,0.0002492196,0.0001869447,0.0002027024],"domain_scores_gemma":[0.9945768,0.001235693,0.002915259,0.0002796465,0.0003435627,0.0006489813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0012535,0.00004339554,0.9961562,0.00002568961,0.0003873825,0.00001384397,0.00004058057,0.00004653326,0.0001331343,0.00002629267,0.0001354887,0.001737981],"study_design_scores_gemma":[0.00002907622,0.0003333196,0.9986392,0.00001300272,0.0001520232,0.00004026901,0.00009030334,0.0003365041,0.00007521341,0.00002314114,0.0002645884,0.000003264159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976858,0.0004133847,0.0001179063,0.00004283587,0.000009542939,0.000006885639,0.001165942,0.000004578843,0.0005531146],"genre_scores_gemma":[0.9989166,0.00006165112,0.00007989769,0.0000129934,0.00001233886,0.00001308587,0.0006390609,0.000002317291,0.0002619922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008283674,"threshold_uncertainty_score":0.01647091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046011604033874,"score_gpt":0.2499528847054799,"score_spread":0.2394927686651412,"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."}}