{"id":"W4388557155","doi":"10.1093/cercor/bhad377","title":"Comparison of the effects of peritoneal dialysis and hemodialysis on spontaneous brain activity in CKD patients: an rs-fMRI study","year":2023,"lang":"en","type":"article","venue":"Cerebral Cortex","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Hemodialysis; Medicine; Peritoneal dialysis; Kidney disease; Dialysis; Putamen; Cardiology; End stage renal disease; Internal medicine; Magnetic resonance imaging; Neuropsychology; Resting state fMRI; Cognition; Radiology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002525633,0.0001662968,0.0006890316,0.0002674723,0.00005599278,0.00001336013,0.0001307227,0.00005105418,0.00002458105],"category_scores_gemma":[0.0002545796,0.0001103563,0.0001872577,0.0007911693,0.00008757316,0.00004869069,0.0001443252,0.0001309737,0.000004333936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000505763,"about_ca_system_score_gemma":0.00002523071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003722713,"about_ca_topic_score_gemma":0.0006556894,"domain_scores_codex":[0.9983217,0.0003079666,0.0003444967,0.0003328431,0.0005008871,0.0001920748],"domain_scores_gemma":[0.9989735,0.0002219538,0.000178007,0.0004650966,0.00005631874,0.0001051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006948829,0.005135789,0.9469671,0.0003762609,0.000356823,0.0000854294,0.003041333,0.000085018,0.004342479,0.00002178965,0.0002764584,0.0386167],"study_design_scores_gemma":[0.002254308,0.00165205,0.991036,0.00009492641,0.0005890498,5.307041e-7,0.001024525,0.00193564,0.001278801,0.00001421266,0.00001654996,0.0001034249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998456,0.00002022146,0.000001724862,0.000186471,0.0001313978,0.0009196535,0.00001106409,0.00002223253,0.0002512199],"genre_scores_gemma":[0.9996681,0.000006783724,0.000005425499,0.00007933508,0.0000339914,0.0000264223,0.00002966167,0.00001577345,0.0001345514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04406894,"threshold_uncertainty_score":0.4500199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344542851943445,"score_gpt":0.2958222824662069,"score_spread":0.2823768539467725,"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."}}