{"id":"W3155467888","doi":"10.1590/1980-57642021dn15-010015","title":"Effects of language stimulation on cognition of institutionalized aged people: a preliminary case series study","year":2021,"lang":"en","type":"article","venue":"Dementia & Neuropsychologia","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Psychology; Comprehension; Montreal Cognitive Assessment; Intervention (counseling); Audiology; Gerontology; Clinical psychology; Cognitive impairment; Medicine; Psychiatry; Linguistics","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":[0.00015677,0.0001690922,0.0002654001,0.0001214925,0.0001125528,0.00001323927,0.0001423647,0.00006609918,0.0001076899],"category_scores_gemma":[0.001063715,0.0001541663,0.00008340837,0.0004221686,0.0001466177,0.0001166266,0.00008954132,0.000176193,0.00001175035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005216307,"about_ca_system_score_gemma":0.00002966335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009241405,"about_ca_topic_score_gemma":0.00001831473,"domain_scores_codex":[0.9979146,0.000798782,0.0003811471,0.0005059934,0.0002239174,0.0001755414],"domain_scores_gemma":[0.9987896,0.0005230257,0.0002391519,0.000329996,0.00008082091,0.00003737923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005832349,0.001744594,0.002098712,0.00008720244,0.00003337888,0.0331502,0.001944073,0.00003897161,0.9596387,0.00008763523,0.00006111592,0.0005321546],"study_design_scores_gemma":[0.002979572,0.002608837,0.08399658,0.00004671925,0.0002230008,0.005076884,0.0006015289,0.00001411286,0.9042166,0.00005330624,0.00001479783,0.000168093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981945,0.0001052864,0.0000471925,0.00005331058,0.0004468147,0.0006469298,0.0000276574,0.00006729874,0.0004109706],"genre_scores_gemma":[0.9991098,0.00001544478,0.00009954155,0.0005964595,0.00003284467,0.0000296509,0.00002470481,0.00001464119,0.00007687967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08189786,"threshold_uncertainty_score":0.6286721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02173064097782793,"score_gpt":0.311379814991048,"score_spread":0.28964917401322,"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."}}