{"id":"W3006164568","doi":"10.1002/gps.5281","title":"Late life education and cognitive function in older adults","year":2020,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive reserve; Cognition; Poisson regression; Montreal Cognitive Assessment; Demography; Gerontology; Prospective cohort study; Medicine; Psychology; Cognitive impairment; Population; Internal medicine; Psychiatry; Sociology","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":[0.001349274,0.0002917559,0.0002646307,0.0008078518,0.0002214738,0.0005379808,0.0002816866,0.0004334247,0.001520015],"category_scores_gemma":[0.005732398,0.0001388282,0.0005866896,0.0008657026,0.0002082992,0.000366182,0.0004578935,0.0004897796,0.00018209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003155924,"about_ca_system_score_gemma":0.0003740118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002863,"about_ca_topic_score_gemma":0.01228576,"domain_scores_codex":[0.9995661,0.0001331804,0.00006296174,0.00008738914,0.00007126931,0.00007917056],"domain_scores_gemma":[0.9974409,0.0003496643,0.0016704,0.00008716775,0.0002160667,0.0002358558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001035756,0.0000530043,0.9973983,0.00004489117,0.00009796918,0.00003553844,0.00005562188,0.00003974453,0.00004660582,0.00001541903,0.00007731051,0.002032033],"study_design_scores_gemma":[0.000003301782,0.00008166688,0.999568,0.00002511321,0.00002337505,0.00007609737,0.00003464219,0.00004345771,0.00001760424,0.00001820787,0.0001069529,0.000001393929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949372,0.003220099,0.00009886056,0.0001797999,0.00001455351,0.00001215752,0.0007663305,0.000005035457,0.000765814],"genre_scores_gemma":[0.9985404,0.0005942803,0.0000859392,0.00006176895,0.00001655147,0.000007920567,0.0004146558,9.212722e-7,0.0002775453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01002863,"threshold_uncertainty_score":0.0199405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008127491825727055,"score_gpt":0.3007842623393075,"score_spread":0.2926567705135805,"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."}}