{"id":"W2088121529","doi":"10.1002/gps.2422","title":"Cognitive impairment and life satisfaction in older adults","year":2010,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Dementia; Psychology; Cognition; Gerontology; Quality of life (healthcare); Population; Clinical psychology; Clinical Dementia Rating; Psychiatry; Cognitive impairment; Medicine; Disease","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":[0.001164105,0.0002239431,0.0003219426,0.0008536055,0.0002984426,0.0005895178,0.0002137862,0.0003736772,0.002249778],"category_scores_gemma":[0.004611476,0.00008402336,0.0004033487,0.001034701,0.0003366526,0.0003291226,0.0004446874,0.0004510369,0.0001759444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003210066,"about_ca_system_score_gemma":0.0002045219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003689942,"about_ca_topic_score_gemma":0.00323532,"domain_scores_codex":[0.9994287,0.0002313408,0.00006837925,0.0000465663,0.0001322339,0.00009275398],"domain_scores_gemma":[0.9973454,0.0004641533,0.001277502,0.00005129391,0.0002880654,0.0005736143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007872383,0.00006473954,0.9966196,0.00002615933,0.00005176916,0.0000321347,0.0001581391,0.00002293976,0.00002807271,0.00001610909,0.0001431085,0.002758451],"study_design_scores_gemma":[0.000004607792,0.0001101705,0.9994641,0.000008662909,0.00001067924,0.00007277109,0.0001457627,0.00005323412,0.000007845604,0.00002016297,0.0001004498,0.000001588498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979086,0.0007802661,0.00002521909,0.0001607318,0.000007868921,0.000008350708,0.000288818,0.000002241992,0.0008179189],"genre_scores_gemma":[0.9995332,0.0001566762,0.00002269178,0.00004966243,0.00001135594,0.000004796038,0.0001558832,3.868042e-7,0.00006544366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003689942,"threshold_uncertainty_score":0.007526278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005837227969549321,"score_gpt":0.305846236269919,"score_spread":0.3000090083003696,"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."}}