{"id":"W3112675740","doi":"10.1002/alz.038452","title":"A story of innovation: Building a national surveillance system for dementia in Canada","year":2020,"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; Agency (philosophy); Medicine; Public health; Population; Medical prescription; Gerontology; Disease; 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":[0.05604739,0.000987155,0.0008875626,0.004986834,0.00972594,0.01278029,0.004980946,0.002517716,0.002206721],"category_scores_gemma":[0.09478304,0.0006477494,0.001149795,0.008393429,0.004120862,0.005182004,0.006327468,0.005006642,0.0006225363],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1199309,"about_ca_system_score_gemma":0.3498412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9902591,"about_ca_topic_score_gemma":0.9869768,"domain_scores_codex":[0.961351,0.01112978,0.003082502,0.003566595,0.01604842,0.004821676],"domain_scores_gemma":[0.8293976,0.01642799,0.004530585,0.009931867,0.1186172,0.0210947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004299501,0.0004206196,0.2985648,0.001127689,0.000386432,0.0006914815,0.01485791,0.004983369,0.001806937,0.02425437,0.3122159,0.3402605],"study_design_scores_gemma":[0.0003633191,0.0007627608,0.3299027,0.004367099,0.0005369782,0.0005167799,0.01999008,0.03469033,0.003126444,0.01380807,0.5911335,0.0008019248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2039455,0.0107156,0.06526283,0.5875008,0.006348485,0.006420474,0.04622437,0.005135917,0.06844603],"genre_scores_gemma":[0.6248472,0.005487912,0.2750963,0.05149544,0.001064172,0.002251704,0.02687788,0.0005458036,0.01233361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8800691,"threshold_uncertainty_score":0.8701638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04202814741576335,"score_gpt":0.3034798062406675,"score_spread":0.2614516588249042,"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."}}