{"id":"W4399771607","doi":"10.32920/26052904","title":"Risk Predictors and Cognitive Outcomes of the Psychosocial Functionings of Older Adults During the COVID-19 Pandemic","year":2024,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"Pandemic; Psychosocial; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Cognition; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Clinical psychology; Gerontology; Medicine; Psychiatry; Virology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006516752,0.0002462361,0.0001946308,0.0005172656,0.0004518073,0.0006864952,0.0002251878,0.0005259321,0.001849707],"category_scores_gemma":[0.004574802,0.0001562722,0.0004241843,0.0005177447,0.0003055554,0.0004988734,0.00065311,0.0007424254,0.0002432744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002299281,"about_ca_system_score_gemma":0.0003653569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006792994,"about_ca_topic_score_gemma":0.01201439,"domain_scores_codex":[0.999738,0.00008028784,0.00002717723,0.00003489958,0.00004335858,0.00007619136],"domain_scores_gemma":[0.9982197,0.0002880535,0.000774264,0.00007785894,0.0001695423,0.0004705621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005538942,0.00005358369,0.9984124,0.000004145433,0.00001826057,0.00003207569,0.0001367028,0.00001943966,0.00003626304,0.00001057706,0.00005955257,0.001161646],"study_design_scores_gemma":[0.000001565115,0.00004180716,0.9994627,0.00000432175,0.000005360919,0.00002511329,0.0003353153,0.00005308277,0.00000986292,0.00001599875,0.00004341639,0.000001545976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991084,0.0001548425,0.00001654882,0.0001218283,0.000006743526,0.000005961394,0.0001287602,9.556786e-7,0.0004559819],"genre_scores_gemma":[0.999546,0.00009929843,0.0000229683,0.00002336446,0.00001150276,0.000005691208,0.0001273445,5.810726e-7,0.0001632546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006792994,"threshold_uncertainty_score":0.01350689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03744775944608861,"score_gpt":0.3902394887148627,"score_spread":0.3527917292687741,"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."}}