{"id":"W4392633998","doi":"10.1101/2024.03.08.24303942","title":"Prevalence and seroprevalence of COVID-19 infection among older people: A scoping review based on population-based studies in 2020-2022","year":2024,"lang":"en","type":"review","venue":"medRxiv","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Seroprevalence; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Population; Virology; Medicine; Geography; Gerontology; Environmental health; Immunology; Outbreak; Serology; Infectious disease (medical specialty); Pathology","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01738903,0.001634687,0.008494395,0.03184505,0.001014477,0.004389327,0.002037278,0.002502136,0.003927447],"category_scores_gemma":[0.05857332,0.001626822,0.008146561,0.0271976,0.001299584,0.003790836,0.002492424,0.001157218,0.0004303706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004080548,"about_ca_system_score_gemma":0.01149389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008567994,"about_ca_topic_score_gemma":0.01762205,"domain_scores_codex":[0.9842193,0.003401123,0.009256823,0.0009493977,0.001799761,0.0003735444],"domain_scores_gemma":[0.9441596,0.03910654,0.01056982,0.0007863446,0.004957269,0.0004204634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002024062,0.00001858262,0.003668124,0.9478298,0.009404903,0.0002014025,0.000484452,0.0001223858,0.000232165,0.0002439444,0.0009908717,0.036601],"study_design_scores_gemma":[0.00006262687,0.0001051309,0.008315495,0.9447815,0.03564944,0.0003733851,0.0004085877,0.0000599502,0.0001223795,0.0001461275,0.009951799,0.00002360307],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002741827,0.9944453,0.0002174497,0.0002841395,0.0001116634,0.0005915785,0.001141983,0.000008355038,0.0004577808],"genre_scores_gemma":[0.02097576,0.9754468,0.0008781142,0.0004634971,0.00007466465,0.001266336,0.0007862179,0.000007026156,0.000101724],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9915056,"threshold_uncertainty_score":0.09196305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1424438770414152,"score_gpt":0.5228149587731836,"score_spread":0.3803710817317684,"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."}}