{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001945422,0.000415759,0.0006397838,0.0003130352,0.0001680439,0.0006541615,0.0004220955,0.0004174114,0.0006056037],"category_scores_gemma":[0.003991658,0.0001224959,0.0004705383,0.0005384824,0.0003418506,0.000413195,0.0005002028,0.0005794557,0.0002127295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004101901,"about_ca_system_score_gemma":0.0002145874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006220989,"about_ca_topic_score_gemma":0.0002803994,"domain_scores_codex":[0.9988379,0.0002162656,0.0001501221,0.000446559,0.0002683037,0.0000808726],"domain_scores_gemma":[0.9966569,0.00172087,0.0005455395,0.0006463366,0.0003432347,0.00008701289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005085737,0.0002237425,0.1327772,0.001003251,0.0006320124,0.0004658101,0.0006170935,0.007190664,0.7896214,0.0008476559,0.0005606891,0.06097468],"study_design_scores_gemma":[0.00006552699,0.001660885,0.5387293,0.00005205165,0.0004293529,0.001789702,0.0001551548,0.02877108,0.4225199,0.001339073,0.00441937,0.00006868499],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729245,0.001944916,0.02337105,0.00007592427,0.00004447114,0.00004941443,0.0006213926,0.0001018157,0.000866457],"genre_scores_gemma":[0.9957433,0.0003281329,0.00313614,0.00003833458,0.00001083087,0.00003437313,0.0005150917,0.00003312046,0.000160582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001945422,"threshold_uncertainty_score":0.01028848,"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."}}