{"id":"W4396681262","doi":"10.1016/b978-0-12-820480-1.00129-7","title":"Health, lifestyle, and contextual factors in healthy and pathological neurocognitive aging","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"","keywords":"Dementia; Neurocognitive; Context (archaeology); Ethnic group; Pathological; Psychology; Cognition; Gerontology; Causation; Medicine; Clinical psychology; Psychiatry; Disease; Geography; Political science","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":[0.000238388,0.0005534661,0.0004759203,0.0005697116,0.0003309519,0.00146638,0.0003013535,0.000863141,0.01679083],"category_scores_gemma":[0.0002414892,0.0001528083,0.0002070955,0.00100318,0.0006330114,0.00104248,0.0004857194,0.0009327356,0.002278521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004442357,"about_ca_system_score_gemma":0.000659356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006618019,"about_ca_topic_score_gemma":0.0207073,"domain_scores_codex":[0.9999541,0.000014538,0.000002612762,0.000008191981,0.00001524334,0.0000052705],"domain_scores_gemma":[0.9999274,0.00004906478,0.000004007409,0.000002186803,0.000005970345,0.00001129783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008562179,0.0001929552,0.004669551,0.0008788235,0.00003724546,0.0002794787,0.002085711,0.0003498265,0.0006569896,0.05891239,0.2005626,0.7312887],"study_design_scores_gemma":[0.00002111022,0.0001744155,0.04971813,0.002733956,0.00004786223,0.0011556,0.002936573,0.0003091316,0.0001328762,0.08194634,0.8607935,0.00003049733],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006883756,0.7795872,0.001481597,0.01228915,0.002644872,0.00003201689,0.0004554541,0.00007000806,0.1965558],"genre_scores_gemma":[0.0433654,0.6928942,0.003539055,0.006026471,0.003329787,0.0001211918,0.000536202,0.0000330908,0.2501546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01679083,"threshold_uncertainty_score":0.05617094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02800540090089126,"score_gpt":0.3230617887247475,"score_spread":0.2950563878238562,"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."}}