{"id":"W3167849891","doi":"10.1093/ndt/gfab087.0051","title":"MO531IMPACT OF INFLAMMATORY MARKERS IN COGNITIVE IMPAIRMENT IN CHRONIC KIDNEY DISEASE PATIENTS","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; Internal medicine; Kidney disease; Cognition; Renal function; Ferritin; Physical therapy; Disease; Cognitive impairment; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004684775,0.0003083137,0.0004020573,0.0006751659,0.0004538242,0.0005780752,0.0001634183,0.0003751697,0.001629743],"category_scores_gemma":[0.001805041,0.0001239675,0.0004470993,0.0007412162,0.0001594532,0.0002476781,0.000316048,0.0006023489,0.0001670366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003062022,"about_ca_system_score_gemma":0.0003622986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00424207,"about_ca_topic_score_gemma":0.005672328,"domain_scores_codex":[0.9996411,0.00008160045,0.0000488402,0.0000460535,0.00009326745,0.0000891251],"domain_scores_gemma":[0.9989625,0.0001500848,0.0004712854,0.00002738932,0.0001709531,0.000217597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002914141,0.00006077835,0.9974502,0.00001818804,0.00005126467,0.0000563998,0.00002442769,0.00002640404,0.0001553819,0.000006434824,0.00006295148,0.001796209],"study_design_scores_gemma":[0.000006926531,0.0001441356,0.9994112,0.000007085469,0.00003584307,0.0001026141,0.00003589829,0.0001066834,0.00004963654,0.00001769717,0.00008007489,0.000002251116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978163,0.001154887,0.00005308142,0.00008733005,0.00001264192,0.000007656174,0.0002262527,0.000003699527,0.0006381466],"genre_scores_gemma":[0.9995722,0.0001119717,0.00004601906,0.00002518753,0.0000139033,0.000003784103,0.0001081863,4.903e-7,0.0001182155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00424207,"threshold_uncertainty_score":0.008434713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008734850384729806,"score_gpt":0.2826661187324046,"score_spread":0.2739312683476748,"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."}}