{"id":"W3111738418","doi":"10.1002/alz.040648","title":"Differentiating among stages of cognitive impairment: Comparisons of versions two and three of the National Alzheimer’s Coordinating Center (NACC) Uniform Data Set (UDS) neuropsychological test battery","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Neuropsychology; Dementia; Clinical Dementia Rating; Psychology; Neuropsychological test; Receiver operating characteristic; Cognitive impairment; Cognition; Audiology; Repeatable Battery for the Assessment of Neuropsychological Status; Alzheimer's disease; Set (abstract data type); Medicine; Clinical psychology; Psychiatry; Disease; Internal medicine; Computer science","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":[0.01009091,0.0007319657,0.0006638314,0.002884043,0.0003913032,0.001513678,0.001257798,0.0008915637,0.0007040667],"category_scores_gemma":[0.02384442,0.0002700007,0.001571785,0.001709884,0.0005633971,0.001123093,0.001460168,0.0006021817,0.0003666547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008995454,"about_ca_system_score_gemma":0.0008337223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007707424,"about_ca_topic_score_gemma":0.007292394,"domain_scores_codex":[0.9914777,0.003988081,0.001529317,0.00101527,0.001636795,0.0003529382],"domain_scores_gemma":[0.9802594,0.009574302,0.003983546,0.001827658,0.003169999,0.00118522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003017028,0.0001903116,0.9876158,0.00006122433,0.0008294957,0.00004225504,0.0002698612,0.0006722042,0.0003208899,0.0001142438,0.0006601098,0.006206648],"study_design_scores_gemma":[0.0001585568,0.0008527485,0.9934203,0.00003464493,0.0001665593,0.0001790559,0.0002954236,0.003592145,0.0004930017,0.0002499548,0.0005337078,0.00002388557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957901,0.0003718735,0.0008696934,0.00003079986,0.00002701675,0.000109962,0.001897324,0.00002636835,0.0008767419],"genre_scores_gemma":[0.9948668,0.00005972619,0.0007915368,0.00003946644,0.00001017826,0.0001303712,0.003977373,0.0000134008,0.0001109776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01009091,"threshold_uncertainty_score":0.05336642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148862530248548,"score_gpt":0.3613369191242234,"score_spread":0.2464506660993686,"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."}}