{"id":"W4399265870","doi":"10.14283/jpad.2024.105","title":"Potentially Modifiable Dementia Risk Factors in Canada: An Analysis of Canadian Longitudinal Study on Aging with a Multi-Country Comparison","year":2024,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Genentech; Alberta Innovates; Novo Nordisk; Eli Lilly and Company; Alzheimer Society; Saskatchewan Health Research Foundation; Alzheimer's Drug Discovery Foundation; Government of Canada; F. Hoffmann-La Roche; Canadian Geriatrics Society; University of California, San Diego; Fondation Brain Canada; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Consortium canadien en neurodégénérescence associée au vieillissement; Canadian Institutes of Health Research; Weston Brain Institute; Biogen","keywords":"Dementia; Longitudinal study; Gerontology; Longitudinal data; Environmental health; Geography; Medicine; Psychology; Demography; Sociology; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003639976,0.0009356354,0.001516783,0.003306047,0.003383352,0.001618029,0.002121803,0.0009240783,0.001527819],"category_scores_gemma":[0.005669069,0.0007006757,0.002711175,0.009315142,0.0006549846,0.0005056913,0.00191917,0.001291808,0.000160289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02808338,"about_ca_system_score_gemma":0.03072061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929383,"about_ca_topic_score_gemma":0.9919727,"domain_scores_codex":[0.997038,0.0004085992,0.0002601803,0.0006016326,0.001024883,0.0006667644],"domain_scores_gemma":[0.9953529,0.000359089,0.0008222765,0.0002940631,0.002272466,0.0008991924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005561692,0.00005306961,0.9930323,0.0001129086,0.001243967,0.00009043919,0.0002260548,0.0002927562,0.00007133107,0.0001547713,0.00145153,0.002714646],"study_design_scores_gemma":[0.00006041355,0.00004206735,0.9974866,0.00005414444,0.0003127038,0.00004734652,0.0003984742,0.000808974,0.00002591996,0.00003892654,0.0007033568,0.00002110939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767855,0.003088019,0.0004071589,0.0003340965,0.00005261147,0.0001938539,0.0176627,0.00002385912,0.001452173],"genre_scores_gemma":[0.9859843,0.001289907,0.0005147685,0.0001454861,0.00001437613,0.0001189369,0.01138872,0.00001424243,0.0005294261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02808338,"threshold_uncertainty_score":0.2037601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06860049712853389,"score_gpt":0.3600724942697179,"score_spread":0.291471997141184,"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."}}