{"id":"W4399178968","doi":"10.18280/mmep.110526","title":"Stability Analysis of Spread of Infectious Diseases COVID-19 Using SEIAR-V1V2Q Model for Asymptomatic Condition with Runge-Kutta Order 4","year":2024,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Sumatera Utara","keywords":"Quarantine; Asymptomatic; Vaccination; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Epidemic model; Asymptomatic carrier; Basic reproduction number; Medicine; Disease; Transmission (telecommunications); Virology; Contagious disease; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Immunology; Environmental health; Computer science; Population; Internal medicine; Telecommunications; Pathology","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":[0.0008382033,0.0002759145,0.00101051,0.0002343251,0.00007622291,0.00003257173,0.00009471312,0.0001118748,0.00001605204],"category_scores_gemma":[0.001548617,0.0001988766,0.0002051192,0.0006344245,0.0001333208,0.00009516827,0.00006137153,0.000128174,3.195156e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001198057,"about_ca_system_score_gemma":0.00007080514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003771973,"about_ca_topic_score_gemma":0.000007015452,"domain_scores_codex":[0.998269,0.00003910071,0.000776113,0.0003859412,0.0002393932,0.0002904358],"domain_scores_gemma":[0.9946688,0.004603253,0.0001518938,0.0002860964,0.0001313985,0.0001585725],"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":[0.00001546745,0.0001407153,0.0003174585,0.01632534,0.0009545218,7.144203e-7,0.001309768,0.9312811,0.0001741422,0.04944292,0.000006833836,0.00003094769],"study_design_scores_gemma":[0.0001804716,0.00006530713,0.000007975089,0.0004216928,0.001777293,0.000002025556,0.00003172428,0.7421538,0.00003398048,0.2551564,0.000003277162,0.0001660545],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2659284,0.000313875,0.7329099,0.00006532072,0.0000133921,0.000459282,0.00009459938,0.0002041411,0.00001112282],"genre_scores_gemma":[0.8850062,0.00003220541,0.1147632,0.00001643057,0.00001145329,0.0001135472,0.00001298368,0.00003483257,0.000009199865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6190777,"threshold_uncertainty_score":0.8109953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1617184108391327,"score_gpt":0.3666994607330474,"score_spread":0.2049810498939147,"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."}}