{"id":"W2510072409","doi":"10.1017/cjn.2016.273","title":"Validation of Montreal Cognitive Assessment, MoCA, Alternate French Versions","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Greenfield Research (Canada); Université de Sherbrooke","funders":"","keywords":"Montreal Cognitive Assessment; Cohort; Test (biology); Medicine; Population; Cognition; Cognitive impairment; Consistency (knowledge bases); Psychology; Audiology; Psychiatry; Internal medicine; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00338631,0.000225838,0.0004474497,0.001047801,0.001126556,0.0002030642,0.0008668093,0.000117584,0.0006672944],"category_scores_gemma":[0.002254321,0.0001240426,0.0002469255,0.000922572,0.005582976,0.0008584344,0.00006479485,0.0006305603,0.000005148047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000191863,"about_ca_system_score_gemma":0.004031214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001666102,"about_ca_topic_score_gemma":0.009493109,"domain_scores_codex":[0.9960071,0.0007536062,0.0007436789,0.0003999428,0.001087393,0.001008288],"domain_scores_gemma":[0.9956531,0.0008036609,0.0006732477,0.0001008828,0.001076867,0.001692277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000104579,0.00006128642,0.9856301,0.000006351938,0.0000319126,0.00272586,0.00009606061,0.00003043086,0.0007818296,0.0001927178,0.0003059425,0.01003292],"study_design_scores_gemma":[0.001082116,0.07146619,0.9070856,0.0001452191,0.0001010785,0.009686757,0.0001975012,0.0001561682,0.002193387,0.007469773,0.0002482987,0.0001678789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853485,0.0002216363,0.00019507,0.004369101,0.0003777774,0.0001947261,0.00002771565,0.000008892542,0.009256568],"genre_scores_gemma":[0.9977866,0.0003889778,0.0005964122,0.000955953,0.0001458549,0.000002649151,5.215567e-7,0.000007515904,0.0001155406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07854448,"threshold_uncertainty_score":0.9971232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03849628158213565,"score_gpt":0.3302398983992579,"score_spread":0.2917436168171223,"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."}}