{"id":"W4226207605","doi":"10.1007/s11682-021-00602-9","title":"Regional cerebral gray matter atrophy is associated with cognitive impairment in hemodialysis patients: a cross-sectional and longitudinal voxel-based morphological MRI study","year":2022,"lang":"en","type":"article","venue":"Brain Imaging and Behavior","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Montreal Cognitive Assessment; Internal medicine; Magnetic resonance imaging; Atrophy; Cardiology; Dementia; Radiology; Disease","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":[0.0003368831,0.0001985638,0.0003051712,0.0002563637,0.0002734525,0.00009686829,0.00005118038,0.00002423915,0.0005153695],"category_scores_gemma":[0.00002166135,0.0001511431,0.000106077,0.0002940082,0.0001844546,0.00006468724,0.0001314642,0.0002128557,0.000003570617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001460457,"about_ca_system_score_gemma":0.00003972936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001492493,"about_ca_topic_score_gemma":0.00001565802,"domain_scores_codex":[0.998192,0.0001668823,0.0002727151,0.0005590192,0.0005509363,0.0002585206],"domain_scores_gemma":[0.9994746,0.00007267602,0.0001057292,0.0001149838,0.0001002851,0.0001317083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007061759,0.005974071,0.9907392,0.00001441446,0.0001296467,0.0005944592,0.0002681655,0.00001707491,0.00001896421,9.127872e-7,0.001091214,0.0004456528],"study_design_scores_gemma":[0.009311714,0.0008928502,0.9880744,0.0000393288,0.0006561804,0.00003175527,0.0005364854,0.0002289916,0.000004449377,0.000004770588,0.00002719734,0.0001919011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978396,0.00004199584,0.00003359766,0.001057663,0.00004217676,0.0007974596,0.0001220713,0.00002603725,0.00003935298],"genre_scores_gemma":[0.9965063,9.827726e-7,0.00004982664,0.002421085,0.0000287469,0.0004128408,0.0003336831,0.00001778684,0.0002287505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008605539,"threshold_uncertainty_score":0.6163436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165949472863493,"score_gpt":0.2799089401442852,"score_spread":0.2633139928579359,"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."}}