{"id":"W4416392537","doi":"10.3390/diagnostics15222920","title":"Normative Data for the Montreal Cognitive Assessment (MoCA) in Mexican Adults: A Regression-Based Approach","year":2025,"lang":"en","type":"article","venue":"Diagnostics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Normative; Montreal Cognitive Assessment; Cognition; Raw score; Raw data; Test (biology); Sample (material); Cognitive Assessment System","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":[],"consensus_categories":[],"category_scores_codex":[0.0006264728,0.0001637304,0.0002597414,0.0001627263,0.0001439169,0.00004253826,0.0003047017,0.00006589526,0.00003833945],"category_scores_gemma":[0.003292693,0.0001024482,0.00005979573,0.0003975415,0.00015651,0.00007603916,0.0002067034,0.0003001855,0.000005153908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008603957,"about_ca_system_score_gemma":0.0005538696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002333845,"about_ca_topic_score_gemma":0.000166189,"domain_scores_codex":[0.9985155,0.0001211372,0.0002696606,0.0003700464,0.0003806367,0.0003430477],"domain_scores_gemma":[0.9937567,0.005252117,0.0000689169,0.0004850602,0.000351078,0.00008609099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002834187,0.004714502,0.7040401,0.0008714183,0.0006066952,0.0001217231,0.0007687318,0.00003586905,0.00001648267,0.001049818,0.04887095,0.2360695],"study_design_scores_gemma":[0.00969856,0.0005632756,0.8342137,0.001601784,0.0004727285,0.000002099793,0.006780665,0.1435872,0.0004205361,0.000268793,0.002227906,0.0001627652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2575876,0.004142897,0.574807,0.02537581,0.0006802905,0.02132151,0.005409888,0.0002048021,0.1104702],"genre_scores_gemma":[0.9923702,0.0003887949,0.001664784,0.002033866,0.0000632123,0.001056409,0.002091786,0.00001424061,0.0003166869],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7347827,"threshold_uncertainty_score":0.4177718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03267967734063605,"score_gpt":0.3882158486677452,"score_spread":0.3555361713271092,"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."}}