{"id":"W3167319147","doi":"10.1093/ndt/gfab092.0032","title":"MO154ASSESSMENT OF MILD COGNITIVE IMPAIRMENT IN PRE-DIALYSIS CHRONIC KIDNEY DISEASE AND ITS ASSOCIATION WITH INFLAMMATION AND CHANGES IN MRI: WHAT THE EYES DON´T SEE","year":2021,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Kidney disease; Dialysis; Dementia; Magnetic resonance imaging; Internal medicine; Inclusion and exclusion criteria; Pathology; Disease; Radiology","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":[0.001299678,0.000441583,0.0009576319,0.001201106,0.0004203001,0.001528743,0.0005234269,0.001682638,0.005190501],"category_scores_gemma":[0.003471735,0.0002468866,0.0006412465,0.000876139,0.0003892074,0.001645095,0.0005399081,0.001087528,0.0008580021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002658916,"about_ca_system_score_gemma":0.0006852637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00243151,"about_ca_topic_score_gemma":0.004399296,"domain_scores_codex":[0.9993198,0.0001962774,0.0001430952,0.00008980929,0.0001713714,0.00007959783],"domain_scores_gemma":[0.9978607,0.0004853406,0.0006356622,0.00007847138,0.0006744455,0.000265325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001035496,0.0003192121,0.7825512,0.004083237,0.0008876167,0.001438616,0.0005635754,0.00008519466,0.001075523,0.0004645411,0.04325573,0.1642401],"study_design_scores_gemma":[0.0001546077,0.0008826664,0.9369656,0.008642866,0.0009413491,0.008635534,0.002191755,0.0005908558,0.0004925203,0.001773722,0.03860109,0.0001273093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.359263,0.5524322,0.002013452,0.06616072,0.005488497,0.0002555933,0.003067011,0.0001795994,0.01113983],"genre_scores_gemma":[0.8512227,0.1108239,0.003393497,0.01456729,0.01325385,0.0002910466,0.001293027,0.00004341185,0.005111241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005190501,"threshold_uncertainty_score":0.01736391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008507884086469283,"score_gpt":0.2793277602868798,"score_spread":0.2708198762004105,"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."}}