{"id":"W3009467844","doi":"10.1681/asn.2019100988","title":"Evaluation of Screening Tests for Cognitive Impairment in Patients Receiving Maintenance Hemodialysis","year":2020,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Montreal Cognitive Assessment; Neurocognitive; Cognition; Medicine; Cohort; Population; Mini–Mental State Examination; Cognitive test; Trail Making Test; Hemodialysis; Physical therapy; Psychiatry; Cognitive impairment; 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":[0.00267579,0.000344652,0.0005826131,0.001807246,0.0004085217,0.0008426949,0.0004184148,0.0004153977,0.0005931946],"category_scores_gemma":[0.01324859,0.0001093603,0.000733876,0.001570314,0.0002300564,0.0006087019,0.0003540713,0.0007245161,0.0001469156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005604362,"about_ca_system_score_gemma":0.0006683599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004163381,"about_ca_topic_score_gemma":0.00596171,"domain_scores_codex":[0.9988135,0.000308046,0.000295121,0.00009364495,0.000377114,0.000112532],"domain_scores_gemma":[0.9905143,0.002889436,0.003239657,0.0002879515,0.002269655,0.0007989755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001040423,0.00004540399,0.9932753,0.00001915146,0.0000462848,0.00003500631,0.00004643636,0.0001161285,0.00008828922,0.00001501075,0.0002813803,0.005927712],"study_design_scores_gemma":[0.00000926305,0.0002486098,0.9971169,0.0000233376,0.00004805757,0.0001932937,0.00008856132,0.001538049,0.0002864463,0.00006748837,0.0003719156,0.000008078852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942288,0.001309499,0.0006841785,0.0004051377,0.00004860831,0.00006089142,0.0007962872,0.00004865924,0.002417903],"genre_scores_gemma":[0.9985048,0.0001938025,0.0007790528,0.00007317766,0.00002311614,0.00002455745,0.0002935879,0.000002801964,0.0001051865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004163381,"threshold_uncertainty_score":0.0141511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03451929835356246,"score_gpt":0.3136123359335697,"score_spread":0.2790930375800073,"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."}}