{"id":"W3203434116","doi":"10.1159/000518747","title":"Impact of Educational Level on Versions (Basic and Complete) of the Montreal Cognitive Assessment","year":2021,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Dementia; Psychology; Gerontology; Cognition; Population; Internal consistency; Psychometrics; Cognitive impairment; Clinical psychology; Medicine; Psychiatry; Disease; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001514659,0.000176559,0.0002944649,0.000152742,0.0001627263,0.00001781003,0.00004940865,0.00004821634,0.0009423604],"category_scores_gemma":[0.0002715403,0.0001307861,0.0002053721,0.0004176556,0.0002966235,0.00006087604,0.0001365624,0.000161215,0.000003383851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002706342,"about_ca_system_score_gemma":0.000524334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002920088,"about_ca_topic_score_gemma":0.0001117793,"domain_scores_codex":[0.9985861,0.0001624821,0.000269463,0.0003269344,0.000413341,0.0002416889],"domain_scores_gemma":[0.9984494,0.0006126728,0.0001455127,0.0001114277,0.0005597948,0.0001212043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003856398,0.001322572,0.9695174,0.0001094156,0.001175344,0.000003357601,0.0002733265,4.253878e-7,0.001374465,0.0002810659,0.0002028755,0.02535416],"study_design_scores_gemma":[0.004811298,0.0008602287,0.9896575,0.000194718,0.0009706749,0.00001094661,0.002188231,0.0000436939,0.0005637911,0.0005554339,0.00002431022,0.0001191943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861171,0.0007833308,0.0001728945,0.0007570275,0.00005815639,0.0006409294,0.0004931849,0.000003889592,0.01097351],"genre_scores_gemma":[0.9986067,0.0006271044,0.00004219427,0.0001172132,0.00002547423,0.00003999595,0.0002023802,0.00001236145,0.0003265361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02523497,"threshold_uncertainty_score":0.9999709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01934336613592504,"score_gpt":0.3368274279645189,"score_spread":0.3174840618285938,"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."}}