{"id":"W4390200598","doi":"10.1002/alz.078068","title":"Social engagement and cognitive decline: Exploring relationships between psychosocial functioning and cognitive performance in individuals with mild cognitive impairment","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Psychosocial; Loneliness; Psychology; Cognition; Clinical psychology; Dementia; Effects of sleep deprivation on cognitive performance; Social support; Psychiatry; Disease; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007952626,0.0003584908,0.0002603631,0.001120441,0.0005644573,0.0006594455,0.0003373459,0.0005467419,0.0009074208],"category_scores_gemma":[0.00225898,0.0001635576,0.0005353148,0.0008092993,0.0002597445,0.0004566851,0.000629571,0.0005302802,0.0001413511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003247205,"about_ca_system_score_gemma":0.0002970285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006697627,"about_ca_topic_score_gemma":0.01125873,"domain_scores_codex":[0.9996573,0.0001254894,0.00004081775,0.0000467358,0.00006411205,0.00006556918],"domain_scores_gemma":[0.9991665,0.0001807147,0.0002768945,0.00002815202,0.0001234453,0.0002243821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005521316,0.0001610534,0.9977041,0.00001132072,0.00005230045,0.00002210428,0.0001385989,0.00002546102,0.00006942542,0.000006486121,0.00003753405,0.001716426],"study_design_scores_gemma":[0.000002625324,0.0001271936,0.9994895,0.000003160721,0.0000133708,0.00002380758,0.0001881979,0.00008829241,0.0000167658,0.00001326658,0.00003213618,0.000001555439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995219,0.0001178827,0.00002102549,0.0000245191,0.000002156427,0.00001007011,0.00008374637,9.518038e-7,0.0002177943],"genre_scores_gemma":[0.9997144,0.0000496577,0.00005147369,0.00001307803,0.00000437171,0.00001374694,0.00008819637,2.609027e-7,0.00006469109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006697627,"threshold_uncertainty_score":0.01331729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259692688152234,"score_gpt":0.35325513036186,"score_spread":0.2272858615466366,"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."}}