{"id":"W4390200842","doi":"10.1002/alz.079488","title":"Influence of education level on domain‐specific MOCA performance in the MarkVCID cohort","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cohort; Cognition; Psychology; Confounding; Multivariate statistics; Gerontology; Demography; Medicine; Cognitive impairment; Internal medicine; Statistics; Mathematics; Psychiatry; Sociology","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":[0.001388589,0.0002720882,0.0003365106,0.0007130373,0.0004691934,0.0009429069,0.0006468873,0.0005125204,0.001536745],"category_scores_gemma":[0.004187643,0.0001756133,0.0004245484,0.0005272188,0.0003369822,0.000320927,0.0007168961,0.0005529615,0.0002402121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000536073,"about_ca_system_score_gemma":0.0005751251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02804273,"about_ca_topic_score_gemma":0.03460695,"domain_scores_codex":[0.999334,0.0001393171,0.0000454936,0.0002189098,0.0001156293,0.0001464906],"domain_scores_gemma":[0.9976305,0.0006051364,0.0006598177,0.0003647225,0.000321456,0.000418422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001700672,0.00002023984,0.9981627,0.000003060168,0.0000496098,0.00006335021,0.00006605598,0.00007113905,0.0001378623,0.00002377931,0.000145311,0.001086825],"study_design_scores_gemma":[0.000003860247,0.00004278398,0.9993302,0.000004110559,0.0000269247,0.00009267039,0.00008685327,0.0001821823,0.00006853121,0.00001770142,0.000140941,0.000003252436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998988,0.0001061375,0.00006348669,0.00003263648,0.000004852646,0.000002905268,0.0004786791,0.000006455953,0.0003168216],"genre_scores_gemma":[0.9990515,0.00002495273,0.00006265667,0.00001431929,0.000004585759,0.000005442136,0.0005992671,0.000004120708,0.0002330683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02804273,"threshold_uncertainty_score":0.05575901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04073689903683207,"score_gpt":0.3230745870990422,"score_spread":0.2823376880622101,"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."}}