{"id":"W2336180508","doi":"10.3747/pdi.2016.00024","title":"Rate of Decline of Residual Kidney Function before and after the Start of Peritoneal Dialysis","year":2016,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"Peking University; University of Toronto","keywords":"Peritoneal dialysis; Medicine; Renal function; Urology; Dialysis; Kidney disease; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009281372,0.0002111124,0.0004537941,0.0007528009,0.000190164,0.0007166198,0.0003741702,0.0004311625,0.0009251477],"category_scores_gemma":[0.005336048,0.00009186914,0.0002870363,0.0007948505,0.0002647329,0.0005611668,0.0003203147,0.0005475075,0.0002623626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003547824,"about_ca_system_score_gemma":0.0002761231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00197464,"about_ca_topic_score_gemma":0.001038088,"domain_scores_codex":[0.9994154,0.0001049403,0.00008144606,0.0001551001,0.0001493506,0.00009367932],"domain_scores_gemma":[0.9935768,0.001639005,0.003250152,0.0003047491,0.0007092147,0.0005199566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002802824,0.0000187933,0.9960401,0.00001690993,0.00002455844,0.00004552633,0.00006062365,0.00007871558,0.0001916361,0.00000857328,0.00004298479,0.003191218],"study_design_scores_gemma":[0.000002506629,0.0001025822,0.9992033,0.000003194719,0.000008693833,0.0002187388,0.00003748791,0.0001828998,0.0001462624,0.000007907932,0.00008350661,0.000002946244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985,0.0006498233,0.0001736065,0.00002684851,0.000004478859,0.000005264918,0.0003260634,0.000009752946,0.0003041556],"genre_scores_gemma":[0.9993926,0.00009777416,0.00007840065,0.000008330537,0.000009344702,0.000003512293,0.000336351,0.000002730289,0.00007095598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00197464,"threshold_uncertainty_score":0.004908502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008445636981011806,"score_gpt":0.2528079803906069,"score_spread":0.2443623434095951,"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."}}