{"id":"W4414152558","doi":"10.1080/13607863.2025.2556751","title":"Sensory impairments and cognitive impairment among Mexican American older adults: nativity differences","year":2025,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Quebec Population Health Research Network","funders":"National Institute on Minority Health and Health Disparities; National Institute on Aging","keywords":"Mexican americans; Cognitive impairment; Cognition; Visual impairment; Immigration; Activities of daily living; Ethnic group; Hearing loss; Dementia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002877372,0.0001533729,0.0002308173,0.0001205502,0.0004155599,0.00004809159,0.00007381049,0.00002195927,0.000008763661],"category_scores_gemma":[0.00007668061,0.0001292738,0.00003938552,0.0002698946,0.0004423547,0.0001334305,0.00009074416,0.000161319,0.000003727981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001885424,"about_ca_system_score_gemma":0.00009678599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002731786,"about_ca_topic_score_gemma":0.000093013,"domain_scores_codex":[0.9983298,0.0003287518,0.0002452838,0.0004802608,0.0002383011,0.0003776657],"domain_scores_gemma":[0.9992714,0.0003108755,0.0001263387,0.0001077883,0.00002006351,0.000163563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001053777,0.0006684817,0.7346567,0.0004100239,0.00001912173,0.000007499606,0.02036851,7.150568e-7,0.002652588,0.0001467959,0.0001647062,0.2407995],"study_design_scores_gemma":[0.0007665077,0.0004280995,0.9894676,0.0007091595,0.000005215405,0.000003873835,0.006063174,0.0005364932,0.001790001,0.0000940825,0.00001567533,0.0001201093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961113,0.00008730216,0.00004886707,0.002465016,0.000213209,0.0007243005,0.00004389499,0.00007971524,0.00022644],"genre_scores_gemma":[0.9972174,0.0000884351,0.00007565986,0.002332137,0.00001843375,0.00004002986,0.000005298042,0.000009023881,0.0002136024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2548109,"threshold_uncertainty_score":0.5271631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306907622883435,"score_gpt":0.321081303224368,"score_spread":0.3080122269955337,"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."}}