{"id":"W2920879259","doi":"10.1155/2019/4161287","title":"Dynamics Analysis of an Avian Influenza A (H7N9) Epidemic Model with Vaccination and Seasonality","year":2019,"lang":"en","type":"article","venue":"Complexity","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Natural Science Foundation of China","keywords":"Vaccination; Influenza A virus subtype H5N1; Basic reproduction number; Transmission (telecommunications); Avian influenza virus; Virology; Epidemic model; Biology; Virus; Environmental health; Medicine; Computer science; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005513635,0.0001415952,0.0005865439,0.000198003,0.00007335554,0.00001187441,0.00009999001,0.00005959292,0.0000909842],"category_scores_gemma":[0.000173598,0.000111542,0.00007963068,0.0006351428,0.0001632367,0.0001670387,0.0001059411,0.0001935584,0.000005783942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000170213,"about_ca_system_score_gemma":0.00009589219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000400785,"about_ca_topic_score_gemma":0.001260447,"domain_scores_codex":[0.9986776,0.00009547584,0.0002679661,0.0003105095,0.0004116339,0.0002368769],"domain_scores_gemma":[0.9987404,0.00009898577,0.0001263211,0.0004772299,0.0004091876,0.0001479091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006484802,0.0001366039,0.9865742,0.0002696882,0.0008908528,0.000002362446,0.0004573112,0.003145167,0.0002885168,0.005975225,0.000009962397,0.001601654],"study_design_scores_gemma":[0.0006409713,0.0001319427,0.5309669,0.00001802707,0.0002403769,0.000001526794,0.00008303051,0.4666102,0.00003526258,0.001199063,0.000009478566,0.00006327864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956159,0.0001463067,0.001854947,0.0002417985,0.000006408847,0.0004167826,0.0001263551,0.00003685695,0.001554647],"genre_scores_gemma":[0.9954134,0.00001742336,0.003950955,0.0004042172,0.00001055754,0.00001025508,0.00008340044,0.00001157255,0.00009828437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.463465,"threshold_uncertainty_score":0.4548551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1452825357468865,"score_gpt":0.4126975896991589,"score_spread":0.2674150539522724,"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."}}