{"id":"W3016377716","doi":"10.1016/j.jagp.2020.04.010","title":"Anticipating and Mitigating the Impact of the COVID-19 Pandemic on Alzheimer's Disease and Related Dementias","year":2020,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":503,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"Ontario Ministry of Research and Innovation; National Institutes of Health; Fondation Brain Canada; W. Garfield Weston Foundation; Ontario Ministry of Health and Long-Term Care; Alzheimer's Society; Canadian Institutes of Health Research; Weston Brain Institute; Centre for Addiction and Mental Health Foundation; BrightFocus Foundation; Ontario Brain Institute; Genome Canada; Consortium canadien en neurodégénérescence associée au vieillissement; Alzheimer's Drug Discovery Foundation","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Disease; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Alzheimer's disease; Medicine; Virology; Infectious disease (medical specialty); Outbreak; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002524882,0.0003885779,0.0004925224,0.0009079004,0.001914536,0.00237413,0.0006954144,0.002224542,0.003790768],"category_scores_gemma":[0.01635543,0.000198008,0.0007427414,0.00037888,0.0005045016,0.001721098,0.003071479,0.004047593,0.0004703671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002125865,"about_ca_system_score_gemma":0.009811517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02457662,"about_ca_topic_score_gemma":0.07818551,"domain_scores_codex":[0.9983172,0.0007030897,0.0001528772,0.00007790911,0.000262157,0.0004867033],"domain_scores_gemma":[0.9943197,0.0008614392,0.00143144,0.00008899364,0.001054083,0.002244357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007273691,0.003254564,0.4849094,0.001650365,0.0007841818,0.004159195,0.004564462,0.003763938,0.002113712,0.00983848,0.1274155,0.3568188],"study_design_scores_gemma":[0.0002151016,0.002707269,0.7631775,0.007952812,0.0009170507,0.001850188,0.02406412,0.005873377,0.001409221,0.02870463,0.1628497,0.0002790398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3949169,0.0411338,0.002054182,0.4745507,0.005395383,0.0002818578,0.001237683,0.0001276467,0.08030189],"genre_scores_gemma":[0.9381199,0.02799679,0.002369697,0.02587027,0.002886661,0.0001099791,0.0004921254,0.000008853434,0.002145855],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02457662,"threshold_uncertainty_score":0.04886717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088845666612698,"score_gpt":0.3320225844001167,"score_spread":0.3111341277339897,"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."}}