{"id":"W2052924630","doi":"10.1016/j.jtbi.2010.11.013","title":"Highly pathogenic avian influenza outbreak mitigated by seasonal low pathogenic strains: Insights from dynamic modeling","year":2010,"lang":"en","type":"article","venue":"Journal of Theoretical Biology","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; Toronto Metropolitan University","funders":"","keywords":"Influenza A virus subtype H5N1; Outbreak; Transmission (telecommunications); Biology; Highly pathogenic; Feces; Strain (injury); Virology; Population; Influenza A virus; Microbiology; Virus; Medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008130772,0.0006935783,0.001100383,0.0004774662,0.0005568829,0.001127259,0.0009226834,0.001395724,0.001857728],"category_scores_gemma":[0.004767573,0.0004742545,0.0007162149,0.0002413062,0.0006952374,0.001514833,0.0008264769,0.000895056,0.0001021085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007844888,"about_ca_system_score_gemma":0.001001056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01315617,"about_ca_topic_score_gemma":0.006568364,"domain_scores_codex":[0.9997575,0.0001015315,0.000008766277,0.00004267303,0.00002788974,0.0000616522],"domain_scores_gemma":[0.9982425,0.001110616,0.0003235005,0.00006085814,0.0001276026,0.0001350121],"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":[0.00003160281,0.00002920689,0.001301761,0.00001450278,0.00002708801,0.00006349759,0.00003031775,0.9859257,0.0006087928,0.01016404,0.0003331587,0.001470267],"study_design_scores_gemma":[0.000004717627,0.000008371765,0.000208294,0.000001247527,0.000005321661,0.000004883287,0.00001193598,0.9966577,0.00002884253,0.003016768,0.00004875234,0.000003204563],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7898258,0.0004089211,0.1862957,0.00337734,0.0002187244,0.00005322834,0.0001904047,0.0001642205,0.01946555],"genre_scores_gemma":[0.9963181,0.0001100571,0.002228724,0.00006973073,0.00003747362,0.00001654878,0.00003146582,0.00001686628,0.001171004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01315617,"threshold_uncertainty_score":0.02615917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893648399623225,"score_gpt":0.3229783985847659,"score_spread":0.3040419145885336,"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."}}