{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006745189,0.0002217399,0.0005215479,0.0001140791,0.0001990107,0.00003053295,0.0002320475,0.00004051428,0.00003116453],"category_scores_gemma":[0.00141117,0.0001174773,0.0003204205,0.0006542852,0.0004574591,0.00009238531,0.00009076358,0.000522175,9.765359e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006034913,"about_ca_system_score_gemma":0.001040265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000131816,"about_ca_topic_score_gemma":0.000001776472,"domain_scores_codex":[0.9980433,0.0003834013,0.0006829204,0.0002216235,0.000413431,0.0002553439],"domain_scores_gemma":[0.9965178,0.0008576663,0.001454982,0.0002696268,0.00007873963,0.0008211898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009839258,0.00007061672,0.9896004,0.000118163,0.0007783478,0.0000284137,0.001123481,0.0002030179,0.0005473965,0.00002823759,0.0009964831,0.005521507],"study_design_scores_gemma":[0.003703297,0.003182889,0.9871183,0.0002942118,0.00221147,0.0006805976,0.000998711,0.0009748825,0.00001574894,0.0005600671,0.00006147465,0.0001983324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620273,0.004257421,0.00007455317,0.03291912,0.0002357293,0.0003941396,0.00001104376,0.00001844435,0.00006230865],"genre_scores_gemma":[0.9924508,0.000290583,0.0005888438,0.006265412,0.0003700152,0.000002740145,0.000001131705,0.00002841201,0.000002027034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0304236,"threshold_uncertainty_score":0.4790587,"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."}}