{"id":"W6944201160","doi":"10.17632/t5c6ftttb3","title":"Database on Cognitive Impairment in Ecuadorian Adults: Application of the MoCA Test in its Mobile Version with Sociodemographic, Clinical, and Behavioral Variables","year":2025,"lang":"en","type":"dataset","venue":"Mendeley Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Test (biology); Cognitive impairment; Descriptive statistics; Alcohol consumption","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002310115,0.0006011925,0.0008589131,0.0006309341,0.0001294078,0.00005182741,0.002131309,0.0004784217,0.00004284401],"category_scores_gemma":[0.0004678906,0.0004604109,0.00006140119,0.001494638,0.0004928519,0.000455021,0.002585132,0.001369403,0.00003572717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001866746,"about_ca_system_score_gemma":0.0005827878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00407714,"about_ca_topic_score_gemma":0.01467357,"domain_scores_codex":[0.9950892,0.0006593326,0.001179412,0.001799213,0.000790345,0.0004824855],"domain_scores_gemma":[0.9940846,0.0009704104,0.0008627363,0.003771626,0.0001806759,0.0001299476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001948943,0.005820922,0.03317247,0.000625775,0.00008744698,0.00002853844,0.00005253841,0.00001155313,0.00002220517,0.000004205694,0.9573144,0.0009109826],"study_design_scores_gemma":[0.0560539,0.009318727,0.06236736,0.04233469,0.005196315,0.00002793853,0.006973421,0.006625156,0.0004040051,0.00007674766,0.8062612,0.004360571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03056064,0.0002778346,0.000005044558,0.00003674679,0.0001106915,0.003917797,0.9650509,0.00002870854,0.00001159726],"genre_scores_gemma":[0.02459526,0.001812803,0.0001350318,0.0001018293,0.00005191099,0.0006568251,0.9725948,0.00004510055,0.000006472689],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1510532,"threshold_uncertainty_score":0.9997848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147248567815661,"score_gpt":0.3528603895394404,"score_spread":0.3213879038612838,"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."}}