{"id":"W4403992048","doi":"10.1038/s41598-024-77497-1","title":"Physical activity and renal outcome in diabetic and non-diabetic patients with chronic kidney disease stage G3b to G5","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Tsukuba; Astellas Pharma; Daiichi Sankyo Europe; Sanofi; Kidney Foundation of Canada; Chugai Pharmaceutical; Mitsubishi Tanabe Pharma Corporation; Japan Society for the Promotion of Science; Fresenius Medical Care North America; Shionogi; Pfizer; Japan Agency for Medical Research and Development; Amgen","keywords":"Medicine; Stage (stratigraphy); Kidney disease; Disease; Diabetes mellitus; Diabetic nephropathy; Kidney; Internal medicine; Bioinformatics; Endocrinology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005171731,0.0002382578,0.0003739006,0.0005788669,0.0003770296,0.0004918381,0.000224139,0.000364602,0.000694372],"category_scores_gemma":[0.001065228,0.000132398,0.0004876019,0.001002379,0.0002264821,0.0003647119,0.0004096723,0.000542073,0.0001251341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002561353,"about_ca_system_score_gemma":0.0003003846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006980683,"about_ca_topic_score_gemma":0.01279274,"domain_scores_codex":[0.999749,0.00008547628,0.00003070814,0.00004075464,0.00003472057,0.0000593566],"domain_scores_gemma":[0.9992041,0.0001034681,0.0003788081,0.00003632362,0.00006123904,0.0002160809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000148952,0.0000543989,0.9978839,0.00002692748,0.00005829386,0.00004078201,0.00002692656,0.00002018609,0.00006850882,0.00001443923,0.000048686,0.001608119],"study_design_scores_gemma":[0.000006951641,0.00008129489,0.9996136,0.000006143097,0.0000285404,0.00004827232,0.00003978038,0.00005853977,0.000009211562,0.00001666578,0.00008954122,0.000001551745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972852,0.001908059,0.00006190554,0.0001123877,0.00001023461,0.000007307195,0.0001522916,0.000001689031,0.0004607722],"genre_scores_gemma":[0.9990488,0.0005612823,0.00004181664,0.00005110238,0.00002215494,0.00000471218,0.0001852085,5.438144e-7,0.00008444776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006980683,"threshold_uncertainty_score":0.01388013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008120142748336676,"score_gpt":0.2615063217222759,"score_spread":0.2533861789739392,"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."}}