{"id":"W2912284141","doi":"10.1002/gps.5075","title":"Quality of education impacts late‐life cognition","year":2019,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Cognition; Educational attainment; Attendance; Dementia; Psychology; Quality of life (healthcare); Cognitive reserve; Cohort; Demography; Medicine; Disease; Psychiatry; Cognitive impairment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006377128,0.0003399725,0.0001897556,0.0005608625,0.0002575112,0.0007046702,0.0002428162,0.0003025427,0.002473465],"category_scores_gemma":[0.00379518,0.0001010425,0.0003749148,0.0004881104,0.0003081001,0.0003854226,0.0004875914,0.0003688647,0.000154566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000390147,"about_ca_system_score_gemma":0.0003585532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006891413,"about_ca_topic_score_gemma":0.01076073,"domain_scores_codex":[0.9996445,0.0001142403,0.00003050715,0.00006211219,0.00006232593,0.00008631653],"domain_scores_gemma":[0.9971395,0.0005819174,0.001507301,0.0001103837,0.0002495761,0.0004113731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008647949,0.00006632263,0.9945883,0.00001618247,0.000113775,0.00003549253,0.00004094358,0.00009433954,0.000140454,0.00002960931,0.00008271573,0.004705401],"study_design_scores_gemma":[0.000001543874,0.00005749131,0.999657,0.00000516796,0.00002257883,0.00004462031,0.00001784732,0.00007500347,0.00004466961,0.00002415182,0.00004902335,9.622273e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978509,0.0008118912,0.0001406127,0.0001168434,0.000005989839,0.000004095411,0.000267256,0.000008050984,0.0007943494],"genre_scores_gemma":[0.9995916,0.0001192469,0.00005416936,0.00001443202,0.000006233758,9.931101e-7,0.00010402,9.678582e-7,0.0001082981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006891413,"threshold_uncertainty_score":0.01370257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556218502286267,"score_gpt":0.3729068123293642,"score_spread":0.3573446273065016,"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."}}