{"id":"W2104563706","doi":"10.1093/arclin/acr116","title":"Montreal Cognitive Assessment: Influence of Sociodemographic and Health Variables","year":2012,"lang":"en","type":"article","venue":"Archives of Clinical Neuropsychology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Marital status; Residence; Gerontology; Portuguese; Cognition; Dementia; Psychology; Population; Cognitive impairment; Clinical psychology; Medicine; Demography; Psychiatry; Environmental health; Disease","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":[0.00107882,0.0001183746,0.0006210826,0.0001642851,0.0000413568,0.000002651145,0.00009278372,0.00006437647,0.00005051359],"category_scores_gemma":[0.0004691129,0.00009845271,0.0001518424,0.0001463491,0.001243426,0.0000744561,0.000106338,0.000410973,0.000003648118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001477593,"about_ca_system_score_gemma":0.0001125485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005529252,"about_ca_topic_score_gemma":0.000002774552,"domain_scores_codex":[0.9976424,0.000656519,0.0008204276,0.0002829521,0.000213525,0.0003841952],"domain_scores_gemma":[0.9971287,0.001940488,0.0003242758,0.0001877993,0.00008141331,0.0003373195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004455011,0.001341359,0.9008387,0.0001158339,0.0001398154,0.000006372473,0.0001809289,1.732236e-7,0.0007413864,0.0009804773,0.00004939981,0.09515999],"study_design_scores_gemma":[0.003168244,0.003139608,0.9915407,0.0001290338,0.00007788317,0.00003596173,0.00008531956,0.00002493441,0.00005017458,0.001569667,0.0001170623,0.00006135581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803329,0.0003280927,0.0005389001,0.001609743,0.000078856,0.0003640215,0.00001955122,0.00001382596,0.01671416],"genre_scores_gemma":[0.9946921,0.002171935,0.001223312,0.001722685,0.00007339123,0.00001135731,0.00001314687,0.00001307138,0.00007895643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09509864,"threshold_uncertainty_score":0.4581457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06483399309348742,"score_gpt":0.4783099996644737,"score_spread":0.4134760065709863,"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."}}