{"id":"W4390201680","doi":"10.1002/alz.079866","title":"The Many Faces of Dementia in Canada: Findings from the Landmark Study","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heart Research Centre; Alzheimer Society of Canada","funders":"","keywords":"Dementia; Ethnic group; Indigenous; Immigration; Gerontology; Population; Geography; Medicine; Demography; Sociology; Disease; Pathology; Ecology","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":[0.002431064,0.0004117986,0.0007162491,0.00189418,0.008042978,0.0031049,0.002012455,0.0008899545,0.003177373],"category_scores_gemma":[0.01068546,0.0004041406,0.001380733,0.00597136,0.001556126,0.001140153,0.00270213,0.002257011,0.0003177323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07776405,"about_ca_system_score_gemma":0.1344097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9988599,"about_ca_topic_score_gemma":0.9993339,"domain_scores_codex":[0.9978011,0.0002970718,0.0001091102,0.0001922454,0.0009267215,0.0006738025],"domain_scores_gemma":[0.9917341,0.0008933031,0.0009016022,0.0003327205,0.004436973,0.001701289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002398755,0.0001894998,0.9324338,0.0002577863,0.0001639851,0.0005563065,0.01609287,0.001092091,0.00007950784,0.002218541,0.02178159,0.02489415],"study_design_scores_gemma":[0.00004386546,0.00006928492,0.9320391,0.0007618046,0.0001964755,0.0002126426,0.05056411,0.002816974,0.00008681098,0.0007753451,0.01229124,0.0001423954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643877,0.00217544,0.0003795879,0.007741774,0.00007844857,0.0002890158,0.01091565,0.00004390242,0.01398845],"genre_scores_gemma":[0.9918984,0.001926753,0.0005475082,0.0006949059,0.00001825294,0.00009938525,0.002931642,0.00001760922,0.001865555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07776405,"threshold_uncertainty_score":0.5642203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03010786483909988,"score_gpt":0.2973677171752005,"score_spread":0.2672598523361006,"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."}}