{"id":"W2605673031","doi":"10.17269/cjph.108.5852","title":"The Canadian dementia challenge: Ensuring optimal care and services for those at risk or with dementia throughout the country","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of British Columbia","funders":"National Institute on Aging; Canadian Institutes of Health Research; Tau Consortium; University of California, San Diego; Eisai; Public Health Agency; Michael Smith Health Research BC; Nova Scotia Health Research Foundation; Alzheimer Society; Eli Lilly and Company; Ontario Neurotrauma Foundation; Genentech; Research Manitoba; College of Family Physicians of Canada; Providence Health Care; Public Health Agency of Canada; McMaster University; Heart and Stroke Foundation of Canada; Ontario Brain Institute; Biogen; Alzheimer's Society","keywords":"Dementia; Library science; Population; Medicine; Political science; Gerontology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01472579,0.001275112,0.002036912,0.003575898,0.02168159,0.01322317,0.005863426,0.01291186,0.0181681],"category_scores_gemma":[0.04041869,0.0009504678,0.001602509,0.005655209,0.009004722,0.007859912,0.01104466,0.01320714,0.002837624],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1103657,"about_ca_system_score_gemma":0.5811435,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9827278,"about_ca_topic_score_gemma":0.9913586,"domain_scores_codex":[0.9834855,0.002742582,0.0008911649,0.0007946017,0.005436818,0.006649405],"domain_scores_gemma":[0.9211628,0.00473334,0.002056804,0.001040814,0.03074444,0.04026175],"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":[0.0001054253,0.0001451461,0.007740393,0.000878781,0.00009273792,0.0006023304,0.002808934,0.0005230723,0.000182978,0.02356681,0.8832977,0.08005561],"study_design_scores_gemma":[0.0001853232,0.0001022497,0.04455651,0.004394178,0.0001691082,0.0006776368,0.02464098,0.0009417502,0.0002199422,0.02535431,0.8982626,0.0004954546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003102386,0.01695129,0.0004962937,0.960975,0.003489166,0.0000453331,0.0005160883,0.00008680591,0.01433771],"genre_scores_gemma":[0.2532683,0.1324555,0.02541374,0.5433136,0.009219322,0.0004762147,0.002520055,0.000350034,0.03298329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8896343,"threshold_uncertainty_score":0.8007631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05640838417278925,"score_gpt":0.363796477696963,"score_spread":0.3073880935241737,"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."}}