{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001364807,0.0001111682,0.0002826666,0.00008868833,0.0003196196,0.00005601419,0.00003803456,0.000245082,0.00003052083],"category_scores_gemma":[0.004120631,0.0001027429,0.0001896155,0.0002326481,0.0001718085,0.0001610881,0.00005958014,0.0004252304,0.00001899748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008755078,"about_ca_system_score_gemma":0.0006532798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006928008,"about_ca_topic_score_gemma":0.0004023431,"domain_scores_codex":[0.998714,0.0002888883,0.00038651,0.0002890422,0.0001273194,0.0001942345],"domain_scores_gemma":[0.9985389,0.0005056002,0.00006494191,0.0004017224,0.0003199891,0.0001688929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001085309,0.002624197,0.9245479,0.0004126797,0.0001469739,0.00001278659,0.0002628654,0.00005789256,0.01947471,0.001114018,0.001981721,0.04827902],"study_design_scores_gemma":[0.00882385,0.002840947,0.3101991,0.0000571936,0.0002169067,0.0001760437,0.0001009424,0.2508479,0.01303571,0.006561761,0.4067444,0.0003952805],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92454,0.00008625432,0.07308809,0.0005346038,0.0002913239,0.0003144626,0.000006529348,0.0001341755,0.001004536],"genre_scores_gemma":[0.9313767,0.0001609282,0.0003528707,0.06763247,0.0002425459,0.00005396812,0.00003143217,0.00001676863,0.0001323454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6143487,"threshold_uncertainty_score":0.4933078,"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."}}