{"id":"W4412691512","doi":"10.1002/alz.70524","title":"Social determinants of dementia: A scoping review","year":2025,"lang":"en","type":"review","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute for Health Research Applied Research Collaboration South West Peninsula; Economic and Social Research Council; University of Toronto; National Institute on Aging; Deutsche Forschungsgemeinschaft; University College London Hospitals NHS Foundation Trust; European Commission; National Institute for Health and Care Research; Alzheimer's Society","keywords":"Dementia; Socioeconomic status; Psychological intervention; Social determinants of health; Ethnic group; Gerontology; Public health; Systematic review; Psychology; Medicine; Environmental health; MEDLINE; Sociology; Political science; Psychiatry; Disease; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006658907,0.001841329,0.005345847,0.01402728,0.0009470418,0.003170804,0.001545564,0.002308375,0.006160634],"category_scores_gemma":[0.02474747,0.001088214,0.005920629,0.01203851,0.0008651328,0.002594876,0.002372707,0.001611959,0.0007005208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003955618,"about_ca_system_score_gemma":0.01467137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009871891,"about_ca_topic_score_gemma":0.02197607,"domain_scores_codex":[0.9962913,0.001257827,0.001186819,0.0002880083,0.0007809317,0.0001951741],"domain_scores_gemma":[0.9853966,0.0110579,0.001830922,0.0001972405,0.001333215,0.0001840599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008203457,0.00003403611,0.0005675167,0.8157104,0.002485551,0.0001608842,0.0003619477,0.0002040613,0.0001336934,0.001134939,0.00623381,0.172891],"study_design_scores_gemma":[0.00002899294,0.0000577664,0.001666987,0.941077,0.007939862,0.00029918,0.000240843,0.00005998163,0.00006515678,0.0006325349,0.04791148,0.00002013754],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001934153,0.9988303,0.00009685047,0.0002559881,0.0001164799,0.0001036744,0.00008526069,0.00000464857,0.0003134244],"genre_scores_gemma":[0.001544724,0.9977146,0.0002023543,0.0001707527,0.00004715922,0.0001555322,0.00007696671,0.00000195122,0.00008584717],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01402728,"threshold_uncertainty_score":0.03521609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09700491315213036,"score_gpt":0.4507713685409708,"score_spread":0.3537664553888404,"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."}}