{"id":"W4413238069","doi":"10.1007/978-3-031-40858-8_452-1","title":"COVID-19 Pandemic","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Virology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Outbreak; Infectious disease (medical specialty); Pathology; Disease","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":[0.0007645368,0.0008844104,0.0003079453,0.0008595703,0.001926638,0.004391187,0.000800026,0.002834436,0.1579573],"category_scores_gemma":[0.001812102,0.0002176644,0.0004157749,0.0005901024,0.0008991568,0.002646265,0.003079239,0.00386178,0.06777424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00310974,"about_ca_system_score_gemma":0.004931226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02159171,"about_ca_topic_score_gemma":0.03210638,"domain_scores_codex":[0.9995335,0.00006605289,0.00001229341,0.00004460906,0.0002231517,0.0001204357],"domain_scores_gemma":[0.9997135,0.00005887889,0.00001435456,0.00002406104,0.00009713062,0.00009215694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008810613,0.0000104496,0.0000527723,0.00003666893,0.000001168459,0.00003990741,0.00008622326,0.00003543009,0.00006522927,0.04735063,0.9281973,0.02411538],"study_design_scores_gemma":[0.000001772588,0.000003593234,0.00009339808,0.0000556735,4.545174e-7,0.00002477452,0.00005418694,0.00001218595,0.00002093804,0.002668616,0.9970623,0.000002076851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000238822,0.003355149,0.0002779734,0.007531787,0.006957857,0.00006116447,0.000712171,0.00009795639,0.9807671],"genre_scores_gemma":[0.002321664,0.002856044,0.0004311613,0.0105847,0.0008569775,0.00008610851,0.0007799665,0.00009323603,0.9819901],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1579573,"threshold_uncertainty_score":0.5284197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1521891473419903,"score_gpt":0.4044736519481161,"score_spread":0.2522845046061257,"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."}}