{"id":"W2076098785","doi":"10.1007/s11255-008-9360-9","title":"Improvement in eGFR in patients with chronic kidney disease attending a nephrology clinic","year":2008,"lang":"en","type":"article","venue":"International Urology and Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; The Scarborough Hospital","funders":"","keywords":"Medicine; Nephrology; Kidney disease; Internal medicine; Renal function; Stage (stratigraphy); Referral","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":[0.0003992911,0.0002242724,0.0006772559,0.0008093497,0.000736365,0.0007703435,0.0003573396,0.001010273,0.002077232],"category_scores_gemma":[0.004202525,0.000196014,0.00050169,0.001177693,0.0002347053,0.0006754494,0.0003877048,0.001142583,0.0001875755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005427349,"about_ca_system_score_gemma":0.0006357296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01126773,"about_ca_topic_score_gemma":0.01216141,"domain_scores_codex":[0.9995376,0.0001069832,0.00005588202,0.00006159299,0.00009251301,0.0001454754],"domain_scores_gemma":[0.9977694,0.0005315072,0.0007784427,0.00003986088,0.0001597024,0.0007210666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002736661,0.0001415432,0.9978956,0.00001016305,0.00001884512,0.0002758932,0.0000621826,0.00002512615,0.00005242821,0.000008459515,0.000124334,0.001111668],"study_design_scores_gemma":[0.00001637017,0.0001881344,0.9991346,0.000005277925,0.00002547806,0.0002731548,0.000168002,0.00009071267,0.00001297149,0.00001561899,0.00006613896,0.000003558209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977294,0.000499997,0.00001974587,0.0002544876,0.00002450021,0.000009077633,0.0001589901,0.000005209914,0.001298535],"genre_scores_gemma":[0.9993188,0.0001520205,0.00003008582,0.0001141056,0.00004440997,0.000004654863,0.0001781461,0.00000119749,0.0001564948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01126773,"threshold_uncertainty_score":0.02240425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008477143779409935,"score_gpt":0.2507715231008036,"score_spread":0.2422943793213937,"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."}}