{"id":"W4406448353","doi":"10.23876/j.krcp.24.146","title":"Microstructural and functional connectivity changes of decision-related brain networks in end-stage kidney disease patients undergoing peritoneal dialysis","year":2025,"lang":"en","type":"article","venue":"Kidney Research and Clinical Practice","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shantou University Medical College; China Postdoctoral Science Foundation; Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China; Shantou University","keywords":"Medicine; Peritoneal dialysis; End-stage kidney disease; End stage renal disease; Stage (stratigraphy); Dialysis; Kidney disease; Intensive care medicine; Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001404693,0.0001777411,0.0001727359,0.0003234241,0.0002147083,0.0002331652,0.0001307643,0.0002246902,0.0006615698],"category_scores_gemma":[0.0005944318,0.00008286948,0.0001383481,0.0002391124,0.0001603864,0.0002198435,0.0002186244,0.0001867261,0.00004328295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000170727,"about_ca_system_score_gemma":0.0001181576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001620865,"about_ca_topic_score_gemma":0.003496492,"domain_scores_codex":[0.9999281,0.00001628101,0.000007022377,0.00002372443,0.00001075751,0.0000141577],"domain_scores_gemma":[0.9997707,0.00004054204,0.0001185282,0.000009880036,0.00001862441,0.0000417363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005114878,0.0001383021,0.9890849,0.00003083753,0.0001193647,0.0003404012,0.0003024242,0.000240661,0.0048805,0.000041427,0.00005229776,0.004257284],"study_design_scores_gemma":[0.000006375533,0.00007058537,0.9992455,0.000001371883,0.0000113848,0.0001612696,0.00007845036,0.0002448559,0.0001157128,0.00003929121,0.00002358857,0.000001638121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998411,0.00003080694,0.00003578306,0.000005965004,4.056473e-7,0.000002049422,0.00002819777,4.90415e-7,0.00005517961],"genre_scores_gemma":[0.999891,0.00001255417,0.00003924377,0.000003631115,9.437587e-7,0.000002122097,0.00003232337,1.776844e-7,0.0000179633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001620865,"threshold_uncertainty_score":0.003222883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04285563536458008,"score_gpt":0.4053330246851707,"score_spread":0.3624773893205906,"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."}}