{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006842819,0.0005375664,0.001462737,0.0004801153,0.0006266022,0.0001370351,0.0006870122,0.0002338076,0.00043428],"category_scores_gemma":[0.003638898,0.0003783705,0.0009965022,0.001223559,0.0003978849,0.00007372835,0.0006629587,0.001464035,0.0004722927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513142,"about_ca_system_score_gemma":0.004919509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00167737,"about_ca_topic_score_gemma":0.0002995768,"domain_scores_codex":[0.996272,0.0007849307,0.0005500487,0.0008396782,0.0009324668,0.0006208752],"domain_scores_gemma":[0.9958245,0.002237706,0.0002764919,0.001321439,0.00007074613,0.0002690761],"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":[0.00005118399,0.000347163,0.01060799,0.005881011,0.0006597161,0.000447864,0.000263845,8.558187e-7,0.00000232371,0.0004459036,0.005202198,0.97609],"study_design_scores_gemma":[0.0009734217,0.0001862357,0.00005216814,0.0005034045,0.002114343,0.0004591646,0.0001008838,0.00000132987,6.848784e-7,0.001077772,0.9941443,0.0003862684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007976908,0.9928117,0.00001392009,0.0003529103,0.0004068826,0.001611359,0.0001257175,0.0005445922,0.003335254],"genre_scores_gemma":[0.0006434008,0.954504,0.000002627163,0.04223626,0.0006716324,0.001424241,0.0001409452,0.0001461419,0.0002307097],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9889421,"threshold_uncertainty_score":0.9998668,"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."}}