{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003916106,0.0001028581,0.0001774465,0.0005538195,0.00002386446,0.00004084826,0.00008557057,0.00006981453,0.0005522296],"category_scores_gemma":[0.0001409404,0.00008572345,0.00009418796,0.0001498083,0.00004331277,0.0001943271,0.00003766156,0.0004844904,0.00001302811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004070863,"about_ca_system_score_gemma":0.0003599924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005543446,"about_ca_topic_score_gemma":0.0000735124,"domain_scores_codex":[0.9986215,0.00003510607,0.0004389095,0.0001401376,0.0006095753,0.0001547683],"domain_scores_gemma":[0.9989074,0.0000620455,0.0002333738,0.00005198302,0.000549109,0.0001960142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002020055,0.0005352882,0.9688535,0.00002703553,0.0001581567,0.00007777325,0.0002214536,1.636598e-7,0.000359673,0.00007896478,0.0006589305,0.02700905],"study_design_scores_gemma":[0.008568733,0.0004885274,0.9885284,0.0002459742,0.00005429866,0.0006612534,0.0008400732,0.00002749934,0.0001076832,0.0002894551,0.0001126085,0.0000755293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922526,0.0003373676,0.0001520209,0.003419245,0.002787664,0.0002434844,0.000007017412,0.000006507377,0.0007941049],"genre_scores_gemma":[0.9972156,0.0002715945,0.000862347,0.0005057442,0.001064509,0.000006980046,0.000004835048,0.00001029993,0.00005814202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02693352,"threshold_uncertainty_score":0.6046527,"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."}}