{"id":"W3110350539","doi":"10.1101/2020.12.01.20241539","title":"SARS-CoV-2 infections in 171 countries and over time","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Pandemic; Seroprevalence; Demography; Population; Case fatality rate; Medicine; Vaccination; Coronavirus disease 2019 (COVID-19); Asymptomatic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Environmental health; Immunology; Infectious disease (medical specialty); Disease; Serology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001294687,0.0004681946,0.0003453302,0.001428627,0.0003153428,0.0008269306,0.0002271861,0.0003695301,0.0009133389],"category_scores_gemma":[0.00227567,0.0003533616,0.0007678406,0.002186753,0.0003204837,0.0007155423,0.0009026853,0.0004769328,0.0003809716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005655311,"about_ca_system_score_gemma":0.0005861371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01074191,"about_ca_topic_score_gemma":0.00790786,"domain_scores_codex":[0.99942,0.000218827,0.00005624241,0.0001296119,0.00007441741,0.0001008445],"domain_scores_gemma":[0.9987038,0.0002483663,0.0007340259,0.00006453627,0.0001502104,0.0000989819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009616152,0.000013735,0.9879473,0.00008510149,0.0001364536,0.000265287,0.0004175256,0.002736219,0.0002100127,0.0001864517,0.0007965364,0.007109391],"study_design_scores_gemma":[0.00001017584,0.00008819693,0.9944841,0.00005908767,0.00004591035,0.0004524496,0.001529425,0.001021341,0.0001391953,0.0001301792,0.002016179,0.0000236607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935528,0.0009883554,0.000336763,0.0001067222,0.00001489113,0.00001949392,0.003927685,0.00001402514,0.001039151],"genre_scores_gemma":[0.9905618,0.001417655,0.0009318693,0.00005557024,0.0000155804,0.00004775866,0.006589686,0.000006145526,0.0003738989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01074191,"threshold_uncertainty_score":0.02135879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2229004911809607,"score_gpt":0.4246528517346651,"score_spread":0.2017523605537044,"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."}}