{"id":"W2411349518","doi":"10.1024/1662-9647/a000138","title":"Education, Occupational Class, and Cognitive Decline in Preclinical Dementia","year":2016,"lang":"en","type":"article","venue":"GeroPsych","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Dementia; Cognitive decline; Cognitive reserve; Cognition; Medicine; Gerontology; Effects of sleep deprivation on cognitive performance; Psychology; Clinical psychology; Cognitive impairment; Psychiatry; Disease; Internal medicine","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":[0.001234535,0.0002897255,0.0002858439,0.0008700034,0.0004370419,0.000648926,0.0003155717,0.0003780952,0.00133908],"category_scores_gemma":[0.005775352,0.0001832117,0.0003922109,0.0006123229,0.0004515404,0.0004214395,0.000522244,0.0005715303,0.0001780438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002832996,"about_ca_system_score_gemma":0.0003813684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007695895,"about_ca_topic_score_gemma":0.01140193,"domain_scores_codex":[0.9996096,0.0001433241,0.00002741969,0.00005040441,0.00008241357,0.00008679838],"domain_scores_gemma":[0.9970424,0.0009805287,0.001060122,0.0001503961,0.0002174606,0.0005490995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002853235,0.00009432285,0.9979045,0.000005228161,0.00005098736,0.0000556654,0.0001138437,0.00004334109,0.00008356629,0.00002163448,0.00001924591,0.001322261],"study_design_scores_gemma":[0.000003649703,0.00007037621,0.999647,0.000003317488,0.00001465479,0.00004048764,0.00005565178,0.00007901427,0.00002128775,0.00003243973,0.00003092111,0.000001237616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993973,0.0002466505,0.00002200685,0.00002536771,0.000003223583,0.00000146216,0.00004419425,9.684917e-7,0.0002588007],"genre_scores_gemma":[0.9997726,0.00005383404,0.00001744461,0.000005384263,0.000003724455,0.000001074712,0.00003970817,5.223768e-7,0.0001057242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007695895,"threshold_uncertainty_score":0.01530218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04057553785047907,"score_gpt":0.4140900799367391,"score_spread":0.3735145420862601,"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."}}