{"id":"W2186304450","doi":"10.1177/089686080802800114","title":"High Peritoneal Permeability is Not Associated with Higher Mortality or Technique Failure in Patients on Automated Peritoneal Dialysis","year":2008,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Peritoneal dialysis; Medicine; Peritoneum; Peritonitis; Intensive care medicine; Peritoneal equilibration test; Internal medicine; Surgery; Urology; Continuous ambulatory peritoneal dialysis","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005588581,0.0007031736,0.001350875,0.0008236199,0.000301705,0.0001301605,0.0005256057,0.0003658174,0.003293495],"category_scores_gemma":[0.0004998384,0.0005242488,0.0006997999,0.001271362,0.0004414941,0.0003110248,0.0002211781,0.0005749371,0.00008757816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116018,"about_ca_system_score_gemma":0.0002715251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407297,"about_ca_topic_score_gemma":0.0007890937,"domain_scores_codex":[0.9938664,0.0003349258,0.001217108,0.001334919,0.002550425,0.0006961503],"domain_scores_gemma":[0.9973983,0.0001558729,0.0005354888,0.0008653512,0.0006284508,0.0004165319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004161457,0.008656779,0.9731045,0.00008899355,0.003862134,0.0006484419,0.001223941,0.0004413285,0.001050392,0.0002018973,0.00558551,0.0009746779],"study_design_scores_gemma":[0.004542674,0.000658018,0.9870918,0.0001855024,0.0007953876,0.000008227205,0.00007376277,0.002889195,0.001504475,0.00002035187,0.001599835,0.0006308046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927067,0.000008537031,0.00004543417,0.002458579,0.000497941,0.001125998,0.0005173117,0.0004414649,0.002198016],"genre_scores_gemma":[0.9927276,0.00003523265,0.0007535489,0.001382679,0.0004764093,0.0005892394,0.002138073,0.00008720603,0.001809991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01398732,"threshold_uncertainty_score":0.9997209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025945536493926,"score_gpt":0.2813828548480394,"score_spread":0.2611233994831001,"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."}}