{"id":"W4290695246","doi":"10.1021/acsinfecdis.2c00204","title":"Two Years into the COVID-19 Pandemic: Lessons Learned","year":2022,"lang":"en","type":"review","venue":"ACS Infectious Diseases","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Medical Research Council; Canadian Institutes of Health Research; Universidade Federal de Alagoas; Fundação Oswaldo Cruz; University of Toronto; Fundação de Amparo à Ciência e Tecnologia do Estado de Pernambuco; University of Glasgow; Universidade de Pernambuco; International Development Research Centre","keywords":"Pandemic; Public health; Coronavirus; Disease; Coronavirus disease 2019 (COVID-19); Transmission (telecommunications); Epidemiology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Intensive care medicine; Infectious disease (medical specialty); Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001166248,0.0006862251,0.001195942,0.001631415,0.0003276002,0.001520568,0.0007619238,0.001962242,0.004735724],"category_scores_gemma":[0.002738944,0.0002482429,0.0008436253,0.001523068,0.0005437217,0.002772678,0.0008657327,0.003211405,0.001672408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008398204,"about_ca_system_score_gemma":0.002467675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001765373,"about_ca_topic_score_gemma":0.002720218,"domain_scores_codex":[0.9996601,0.00007263538,0.00005676184,0.00006991021,0.00009790214,0.00004265443],"domain_scores_gemma":[0.9989202,0.0005878279,0.0001020197,0.00002207983,0.0002713966,0.00009643281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001728677,0.00006059194,0.0002974665,0.02232109,0.000134649,0.0002212336,0.0001701506,0.000290312,0.0007097785,0.007241812,0.06762318,0.9007568],"study_design_scores_gemma":[0.00002141641,0.0001221931,0.0006370794,0.008799771,0.0001371649,0.0006909944,0.0001724243,0.00006630095,0.0001867966,0.003046699,0.9860969,0.00002216631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009786467,0.9969559,0.00006253753,0.001606195,0.0006784375,0.000002652986,0.00002384673,0.00000613258,0.0005665615],"genre_scores_gemma":[0.0006877062,0.9972516,0.0001036242,0.001050809,0.0004977688,0.000004274842,0.00003905553,0.000001984357,0.0003631237],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004735724,"threshold_uncertainty_score":0.01584262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1908612594378262,"score_gpt":0.4789145598386831,"score_spread":0.2880533004008569,"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."}}