{"id":"W2098484398","doi":"10.1177/089686080902900408","title":"The Variability in Ultrafiltration Achieved with Icodextrin, Possibly Explained","year":2009,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Icodextrin; Ultrafiltration (renal); Peritoneal dialysis; Medicine; Intensive care medicine; Urology; Internal medicine; Chromatography; Chemistry","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":[0.0007385692,0.0001509164,0.0002321333,0.0001606305,0.0001197716,0.0001361189,0.0002018093,0.00004659827,0.0001409936],"category_scores_gemma":[0.0002759655,0.00009074107,0.0001594602,0.0003620888,0.00007464002,0.0001361641,0.00002185603,0.0001447647,0.00001836941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001538947,"about_ca_system_score_gemma":0.00007064857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005145207,"about_ca_topic_score_gemma":0.0001425831,"domain_scores_codex":[0.9983541,0.0001235338,0.0003852274,0.0003214747,0.0006090103,0.0002067017],"domain_scores_gemma":[0.9992435,0.0001353319,0.00009551844,0.0002983623,0.0001242593,0.0001030498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01409642,0.009250498,0.2919706,0.00007983624,0.003254932,0.0004747238,0.003780113,0.003067893,0.04114174,0.08555789,0.004950115,0.5423752],"study_design_scores_gemma":[0.002381317,0.0002866575,0.9757376,0.00005919226,0.0002661078,0.00001154412,0.0002365849,0.01120875,0.001086161,0.001295509,0.007196909,0.0002337217],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237575,0.00006952923,0.003783584,0.02012705,0.0003226438,0.0005677523,0.0000153015,0.00007666419,0.05127995],"genre_scores_gemma":[0.9973419,0.0000762421,0.0005564892,0.0006447126,0.0003418579,0.00005232219,0.0001606,0.000008191718,0.0008176805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.683767,"threshold_uncertainty_score":0.3700314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007237161883713912,"score_gpt":0.2595531817278272,"score_spread":0.2523160198441132,"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."}}