{"id":"W2109019950","doi":"10.1093/ndt/gfl402","title":"Effect of peritoneal dialysis on renal morphology and function","year":2006,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Kidney Lifescience Technologies","funders":"","keywords":"Medicine; Renal function; Internal medicine; Creatinine; Endocrinology; Peritoneal dialysis; Kidney; Dialysis; Excretion; Albumin; Urinary system; Urology","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":[0.00025078,0.0002421509,0.0002793976,0.000152358,0.0001371129,0.0002354205,0.0001424016,0.0002350155,0.001375618],"category_scores_gemma":[0.000458475,0.00006499147,0.0003151613,0.00009805816,0.0002256886,0.0001661779,0.0002124874,0.000493593,0.0001177238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001860735,"about_ca_system_score_gemma":0.0001659508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001851735,"about_ca_topic_score_gemma":0.0001730283,"domain_scores_codex":[0.9998176,0.0000568488,0.00001345999,0.00002385638,0.00005284428,0.00003549895],"domain_scores_gemma":[0.9995292,0.00009344861,0.0001383728,0.00005402813,0.00007346949,0.0001114557],"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":[0.02505974,0.001932836,0.0606472,0.000670719,0.0003622947,0.001209136,0.000240823,0.0006281875,0.844714,0.0001915151,0.0004435719,0.06389999],"study_design_scores_gemma":[0.0003202547,0.03401212,0.6490892,0.00007244841,0.0003572905,0.002669177,0.0002986816,0.001062036,0.3059942,0.0002764766,0.005820481,0.00002769076],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996435,0.002134972,0.0003985283,0.00008579865,0.00002871807,0.0000223515,0.0001018336,0.00002031858,0.0007724852],"genre_scores_gemma":[0.9985068,0.0005995887,0.0002215485,0.00004135576,0.00001415868,0.00001723133,0.00008949258,0.000002703726,0.000507115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001375618,"threshold_uncertainty_score":0.004601896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004922429281426121,"score_gpt":0.2325553017382212,"score_spread":0.2276328724567951,"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."}}