{"id":"W4406219978","doi":"10.1002/alz.089731","title":"Canada’s Enhanced Dementia Surveillance Initiative: Improving national dementia measures to inform public health actions","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Dementia; Public health; Public health surveillance; Medicine; Political science; Gerontology; Psychology; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04712288,0.001678142,0.001166826,0.01062249,0.004890109,0.006497442,0.005256103,0.001236784,0.004357387],"category_scores_gemma":[0.06664796,0.0006575954,0.001617801,0.0130075,0.001889243,0.003247862,0.008382955,0.002883797,0.000662539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07802205,"about_ca_system_score_gemma":0.3240099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9799773,"about_ca_topic_score_gemma":0.9812235,"domain_scores_codex":[0.9711196,0.00962027,0.002304199,0.001666766,0.0126667,0.002622374],"domain_scores_gemma":[0.9094248,0.01183494,0.004130137,0.005277107,0.0588203,0.01051269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002123976,0.000441843,0.149846,0.004058872,0.0005855412,0.0001353655,0.005640764,0.004690973,0.0006575369,0.02213595,0.4473188,0.3642758],"study_design_scores_gemma":[0.0003521953,0.0002954617,0.4488073,0.01159313,0.0006679727,0.0001446398,0.009706162,0.0190972,0.002720421,0.01804968,0.4882194,0.0003463999],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1110497,0.03995182,0.09918896,0.331799,0.003380325,0.009023074,0.2577658,0.006492497,0.141349],"genre_scores_gemma":[0.3928834,0.01896945,0.4390985,0.02259734,0.0007651315,0.004907335,0.1109354,0.0005596765,0.009283609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07802205,"threshold_uncertainty_score":0.5660923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08454800491976595,"score_gpt":0.3568330037683251,"score_spread":0.2722849988485592,"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."}}