{"id":"W4406137922","doi":"10.1177/07334648241311661","title":"Psychosocial Function in Mild Cognitive Impairment: Social Participation is Associated With Cognitive Performance in Multiple Domains","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Gerontology","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Concordia University; Centre for Research on Brain Language and Music","funders":"Canadian Institutes of Health Research; Alzheimer Society Research Program; Alzheimer Society; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Psychosocial; Psychology; Cognition; Verbal fluency test; Clinical psychology; Effects of sleep deprivation on cognitive performance; Social engagement; Social support; Developmental psychology; Psychiatry; Neuropsychology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001043289,0.0001181077,0.0004092486,0.0002429325,0.0003564049,0.00002446811,0.00009318977,0.0002406975,0.00007102812],"category_scores_gemma":[0.0001893623,0.0001100517,0.00005744729,0.0004757185,0.0002306079,0.0001807377,0.00001349283,0.0003829419,0.000003883926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004904175,"about_ca_system_score_gemma":0.0005243557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006008868,"about_ca_topic_score_gemma":0.04273082,"domain_scores_codex":[0.9982963,0.0002230939,0.0005522259,0.0001542099,0.0002795385,0.0004946683],"domain_scores_gemma":[0.9987109,0.0005800622,0.0004096338,0.0000281694,0.0001990399,0.00007218242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006325373,0.0006668847,0.9132734,0.00006517866,0.0001624507,0.00001579796,0.06133999,0.00001379764,0.000003756727,0.005448881,0.0007238867,0.01196059],"study_design_scores_gemma":[0.005997794,0.0002040697,0.9703538,0.0002338331,0.00005913688,4.272322e-7,0.02161845,0.00004036555,0.00001988278,0.0009581768,0.0004060468,0.0001080014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844679,0.00007142964,0.0001704187,0.002478052,0.0003293222,0.0003974825,0.000007898114,0.00001010662,0.01206742],"genre_scores_gemma":[0.9970995,0.0000891828,0.00002108724,0.002497432,0.0001544483,0.00004824281,0.000005199064,0.000006585605,0.00007837519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0570804,"threshold_uncertainty_score":0.9747369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04055723447243544,"score_gpt":0.355469230719596,"score_spread":0.3149119962471605,"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."}}