{"id":"W4388262663","doi":"10.3934/dcdsb.2023180","title":"Effects of antiviral drugs on COVID-19 treatment","year":2023,"lang":"en","type":"article","venue":"Discrete and Continuous Dynamical Systems - B","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Science Foundation of Zhejiang Province; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Coronavirus disease 2019 (COVID-19); Drug; Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Angiotensin-converting enzyme 2; Receptor; Drug treatment; 2019-20 coronavirus outbreak; Medicine; Antiviral drug; Virology; Immunology; Disease; Virus; Pharmacology; Infectious disease (medical specialty); Internal medicine","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":[0.000341866,0.0002184078,0.0003703624,0.0002142731,0.0001404681,0.0005103633,0.0002346557,0.0003667474,0.002361621],"category_scores_gemma":[0.001273164,0.00007143687,0.0004485321,0.000113513,0.0003147118,0.0003420626,0.0002725472,0.0003213367,0.0001674749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004684274,"about_ca_system_score_gemma":0.0004057043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050614,"about_ca_topic_score_gemma":0.0006055988,"domain_scores_codex":[0.9998172,0.00007342172,0.0000103314,0.0000337808,0.0000332704,0.00003200584],"domain_scores_gemma":[0.9995505,0.000222397,0.0001170754,0.00003315762,0.00003967126,0.00003704511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002341538,0.001147912,0.02489705,0.000618257,0.0004058094,0.00139628,0.000253313,0.4867427,0.1958293,0.1008089,0.002746808,0.1828121],"study_design_scores_gemma":[0.0001291763,0.003079823,0.02526069,0.0000935733,0.0002195952,0.0009364664,0.0003057538,0.8904151,0.04187004,0.03012666,0.007481343,0.00008181027],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9312649,0.003858412,0.04414048,0.0009746084,0.00009035609,0.00006434634,0.0002879697,0.0001130921,0.01920574],"genre_scores_gemma":[0.9936597,0.0007154628,0.00272744,0.00007452414,0.00001197069,0.00001885263,0.0000584699,0.000008427422,0.002725251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002361621,"threshold_uncertainty_score":0.007900417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01669380500076179,"score_gpt":0.3232004607675755,"score_spread":0.3065066557668137,"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."}}