{"id":"W4388720777","doi":"10.1370/afm.22.s1.4638","title":"Prevalence of Dementia, Heart Disease and Stroke in Canadian Households","year":2023,"lang":"en","type":"article","venue":"","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Stroke (engine); Medicine; Poisson regression; Disease; Heart disease; Vascular dementia; Gerontology; Demography; Internal medicine; Environmental health; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005058224,0.0003106369,0.0002708885,0.002561833,0.002409416,0.0008677099,0.0008550211,0.0003283288,0.003404458],"category_scores_gemma":[0.002158853,0.0002848179,0.0007739725,0.004654854,0.0003624261,0.0003958119,0.0008454585,0.0004780336,0.0002842606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0198224,"about_ca_system_score_gemma":0.02813584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969832,"about_ca_topic_score_gemma":0.9973418,"domain_scores_codex":[0.9992673,0.00002810357,0.00005268259,0.00009929517,0.0003650422,0.000187736],"domain_scores_gemma":[0.9989328,0.00003473433,0.0001838387,0.00002566367,0.0006440798,0.0001788067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003795093,0.00001887666,0.9793741,0.0001880278,0.00008418931,0.0000833279,0.0009319548,0.0001287675,0.0001209672,0.0002273099,0.008854857,0.009949885],"study_design_scores_gemma":[0.000004387512,0.000008193239,0.9958116,0.00008366569,0.00003595823,0.00008628539,0.001351457,0.0002324878,0.00005419836,0.00003531942,0.00228178,0.00001475437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9218253,0.003121313,0.0004085411,0.00175778,0.00008518856,0.0001796339,0.0578632,0.00009764887,0.01466138],"genre_scores_gemma":[0.9859686,0.002057395,0.0006662498,0.0003423296,0.00001859208,0.00005761451,0.009320355,0.000008500337,0.00156042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0198224,"threshold_uncertainty_score":0.1438223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0215797842769058,"score_gpt":0.3069249924207967,"score_spread":0.2853452081438909,"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."}}