{"id":"W3046275966","doi":"10.1016/s0140-6736(20)30367-6","title":"Dementia prevention, intervention, and care: 2020 report of the Lancet Commission","year":2020,"lang":"en","type":"review","venue":"The Lancet","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":10254,"is_retracted":true,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"National Institute on Aging; Economic and Social Research Council; Medical Research Council; Rosetrees Trust; Marie Curie; National Institute for Health and Care Research; Alzheimer's Society; University College London; Wellcome Trust","keywords":"Dementia; Commission; Intervention (counseling); Medicine; MEDLINE; Psychiatry; Family medicine; Gerontology; Political science; Disease; Pathology","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":[0.02677921,0.002865277,0.00667999,0.005322233,0.0006821264,0.005191724,0.00399468,0.007218982,0.01271953],"category_scores_gemma":[0.03247939,0.001622609,0.005366586,0.006682047,0.001068763,0.002882923,0.003268617,0.006861344,0.005184049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0120929,"about_ca_system_score_gemma":0.06003417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04030668,"about_ca_topic_score_gemma":0.05321664,"domain_scores_codex":[0.990715,0.002358121,0.001302091,0.0006198068,0.003997071,0.001007953],"domain_scores_gemma":[0.9811528,0.007052663,0.002482224,0.0004001532,0.006061646,0.002850477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002112312,0.0001423097,0.0003999399,0.1089768,0.002178603,0.0001414249,0.0001323347,0.000750787,0.0006097031,0.009721396,0.4871394,0.387695],"study_design_scores_gemma":[0.001401712,0.0002486097,0.002459411,0.07726163,0.004741875,0.0001347109,0.0001828431,0.0002124777,0.0004004698,0.004391881,0.9084894,0.00007498343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002348215,0.9507465,0.0006183331,0.02140027,0.01648471,0.0003180326,0.004400416,0.0001442605,0.005652663],"genre_scores_gemma":[0.00363307,0.9672373,0.003780357,0.01328744,0.002321944,0.0007624339,0.003432028,0.00009002925,0.005455491],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04030668,"threshold_uncertainty_score":0.1416237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07712418377632553,"score_gpt":0.4107540782686972,"score_spread":0.3336298944923717,"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."}}