{"id":"W4206041121","doi":"10.14740/cii120","title":"An Infection Model for COVID-19","year":2021,"lang":"en","type":"article","venue":"Clinical Infection and Immunity","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Singapore General Hospital","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Pandemic; Medicine; Outbreak; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004177889,0.0008811405,0.000435323,0.0007040278,0.0006067291,0.00107067,0.0007385992,0.001028247,0.005209106],"category_scores_gemma":[0.0002348943,0.0002502867,0.0008910248,0.0002581526,0.0006285848,0.000665643,0.0008647104,0.002486818,0.001273313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102018,"about_ca_system_score_gemma":0.00092191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009954529,"about_ca_topic_score_gemma":0.001394068,"domain_scores_codex":[0.9995994,0.0001138689,0.00002026661,0.00008439284,0.00008663301,0.00009549464],"domain_scores_gemma":[0.999855,0.00002397858,0.00002682095,0.00002230773,0.00001722678,0.00005452003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002298907,0.002154417,0.002490488,0.0002995163,0.00009541062,0.001693513,0.0003653503,0.002733305,0.8578867,0.1077664,0.008334826,0.01388122],"study_design_scores_gemma":[0.002252933,0.01586707,0.01672864,0.0005269977,0.0004820382,0.01141068,0.001191968,0.1136256,0.3732285,0.09519443,0.3691598,0.0003313291],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7988614,0.009898682,0.09171622,0.01049856,0.003956174,0.00117296,0.005091359,0.0004972322,0.07830729],"genre_scores_gemma":[0.9192689,0.003573563,0.02968939,0.002699302,0.0002973708,0.0006144753,0.002846286,0.00007381539,0.04093679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005209106,"threshold_uncertainty_score":0.01742625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2683342840802117,"score_gpt":0.528331033379836,"score_spread":0.2599967492996243,"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."}}