{"id":"W4200394195","doi":"10.1016/s1474-4422(21)00459-2","title":"The need for a better global dementia response","year":2021,"lang":"en","type":"letter","venue":"The Lancet Neurology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institute for Health and Care Research","keywords":"Dementia; Action plan; Scopus; Action (physics); Public health; Medicine; Resource (disambiguation); Disease; Gerontology; Psychology; Political science; MEDLINE; Nursing; Management; Computer science; Pathology; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01920498,0.001890588,0.004046515,0.002412108,0.00991806,0.01532453,0.004648733,0.1990486,0.02407488],"category_scores_gemma":[0.09235612,0.001708136,0.003276287,0.001550482,0.01260144,0.01470122,0.009555789,0.1177249,0.01964451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01024685,"about_ca_system_score_gemma":0.02224792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009282386,"about_ca_topic_score_gemma":0.01352986,"domain_scores_codex":[0.9773114,0.00710703,0.002681275,0.001959565,0.006786208,0.004154575],"domain_scores_gemma":[0.9180458,0.03518675,0.004729842,0.002011633,0.01331248,0.02671357],"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":[0.00004957731,0.00002682045,0.0001550918,0.00008197726,0.00002047582,0.0003849573,0.0001166015,0.00003008851,0.00007456388,0.00342646,0.9911403,0.004493085],"study_design_scores_gemma":[0.0003984499,0.00009291214,0.0008475477,0.0009355468,0.00005782668,0.0007389137,0.0008061987,0.0002733758,0.0001013775,0.02378322,0.9718473,0.0001172927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00005056203,0.000742744,0.00002372791,0.981338,0.01695896,0.000003975912,0.00001523062,0.000009674379,0.0008570069],"genre_scores_gemma":[0.0006009492,0.0003591075,0.00007884137,0.9708372,0.02623938,0.00002000636,0.00001508539,0.00001173225,0.00183771],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1990486,"threshold_uncertainty_score":0.1015669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04056366479808181,"score_gpt":0.3355213461672357,"score_spread":0.2949576813691539,"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."}}