{"id":"W2124418482","doi":"10.1177/089686080002000410","title":"Rate of Decline of Residual Renal Function in Patients on Continuous Peritoneal Dialysis and Factors Affecting It","year":2000,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Peritoneal dialysis; Renal function; Dialysis adequacy; Urology; Creatinine; Prospective cohort study; Surgery; Peritonitis; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004590734,0.0002243308,0.000664642,0.0005607271,0.00005091201,0.0000333232,0.0001338999,0.00009145409,0.001148087],"category_scores_gemma":[0.0002725171,0.0001879844,0.0002980425,0.0003630835,0.000123924,0.0001152541,0.00008105869,0.0001523151,0.000009055826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000871157,"about_ca_system_score_gemma":0.0000332427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005825605,"about_ca_topic_score_gemma":0.0001544099,"domain_scores_codex":[0.9977674,0.0001519592,0.0007918809,0.0004114801,0.0006708796,0.0002063382],"domain_scores_gemma":[0.9990389,0.0001705877,0.0002719886,0.0002217264,0.0001783451,0.0001184182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005574835,0.002712262,0.924394,0.000115013,0.001835274,0.00002040636,0.001771184,0.001298772,0.004580439,0.0001735747,0.0005548866,0.05696932],"study_design_scores_gemma":[0.003009354,0.0005940649,0.9899574,0.0001668735,0.000631838,5.586573e-7,0.000280891,0.0011686,0.003071768,0.00004690392,0.0008995447,0.0001722256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944134,0.00004125565,0.00002613218,0.0004394443,0.0002108793,0.0002546331,0.00007308675,0.00001593125,0.00452528],"genre_scores_gemma":[0.9982869,0.0001024064,0.00009924526,0.0001948241,0.0002315372,0.00001391354,0.0004663306,0.0000202556,0.0005845886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06556335,"threshold_uncertainty_score":0.999765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050336257373838,"score_gpt":0.2604001695914669,"score_spread":0.2498968070177285,"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."}}