{"id":"W14719553","doi":"","title":"Montreal cognitive assessment in assessing clinical severity and white matter hyperintensity in Alzheimer's disease with normal control comparison.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Hyperintensity; Dementia; Internal medicine; Clinical Dementia Rating; Psychology; Cognitive impairment; Cognitive decline; Cardiology; Cognition; Medicine; Disease; Psychiatry; Magnetic resonance imaging","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":[0.002926106,0.0008911742,0.0005020316,0.001534713,0.0003704251,0.0005002996,0.0005799347,0.0005522465,0.000891986],"category_scores_gemma":[0.004048997,0.0001703758,0.0005250731,0.0005943031,0.0002473873,0.0005132006,0.0006062097,0.0005275033,0.0003127559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006538252,"about_ca_system_score_gemma":0.0005177907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01903878,"about_ca_topic_score_gemma":0.01884354,"domain_scores_codex":[0.9992731,0.0002392759,0.00007736583,0.0001388423,0.0001977557,0.00007368907],"domain_scores_gemma":[0.9989721,0.0001685684,0.0002977556,0.00006602247,0.000246873,0.0002487763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002166041,0.0003174145,0.9783283,0.00006743633,0.0005056515,0.0001816315,0.0000882606,0.0002118417,0.0005671395,0.0001067584,0.001211558,0.01624796],"study_design_scores_gemma":[0.0001368468,0.0007194578,0.9971105,0.00001456981,0.00008216293,0.0003090013,0.00005715339,0.000632939,0.0001303537,0.0001123777,0.0006872234,0.000007367486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913076,0.003187189,0.0008971945,0.000156962,0.0001235688,0.0003109475,0.001538036,0.00004757324,0.002430908],"genre_scores_gemma":[0.9965966,0.0002941623,0.0008027647,0.00006751403,0.00003679321,0.0001396576,0.001308438,0.000005177505,0.0007488611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01903878,"threshold_uncertainty_score":0.03785592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04348305390898392,"score_gpt":0.354646671723799,"score_spread":0.3111636178148151,"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."}}