{"id":"W3181743079","doi":"10.3389/fpsyt.2021.703481","title":"The Impact of the COVID-19 Pandemic on Alzheimer's Disease and Other Dementias","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Beijing Tian Tan Hospital, Capital Medical University; National Key Research and Development Program of China; Tianjin Medical University; Capital Medical University","keywords":"Dementia; Montreal Cognitive Assessment; Pandemic; Medicine; Cognition; Disease; Alzheimer's disease; Cognitive decline; Effects of sleep deprivation on cognitive performance; Intervention (counseling); Psychiatry; Coronavirus disease 2019 (COVID-19); Gerontology; Internal medicine; Infectious disease (medical specialty)","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":[0.0005787351,0.0002218346,0.0001931415,0.0008608637,0.000567614,0.0006022459,0.0001924072,0.0002915726,0.001194434],"category_scores_gemma":[0.001467258,0.0001103498,0.0003135925,0.0005940792,0.0003466039,0.0004823814,0.0005543021,0.0003640426,0.0001308981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005753741,"about_ca_system_score_gemma":0.0007451714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01864843,"about_ca_topic_score_gemma":0.01512466,"domain_scores_codex":[0.9996858,0.0000798421,0.00003312376,0.00004369011,0.00006243309,0.00009515679],"domain_scores_gemma":[0.9992403,0.00008753595,0.0003356844,0.00002906296,0.0001139481,0.00019345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006053197,0.00002834148,0.9946383,0.00002571709,0.00002202821,0.0002594472,0.0001517035,0.00001903601,0.00008548507,0.00001967447,0.0002031521,0.004486693],"study_design_scores_gemma":[0.000001333068,0.00003733725,0.9991816,0.0000150153,0.000009387385,0.0002792544,0.0002350269,0.00002585538,0.00001835046,0.00001475238,0.0001802921,0.000001785099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963374,0.001532306,0.00002925114,0.0002323226,0.00002019808,0.00001209029,0.0004074009,0.00000287026,0.001426173],"genre_scores_gemma":[0.9986901,0.0007301535,0.00003515785,0.00009201081,0.00004008213,0.000005446209,0.0002892159,4.882749e-7,0.0001172977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01864843,"threshold_uncertainty_score":0.03707975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02884088621942173,"score_gpt":0.3596126217418713,"score_spread":0.3307717355224495,"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."}}