{"id":"W2118317045","doi":"10.1016/j.ijid.2010.02.1532","title":"The H1N1 Outbreak in Mexico","year":2010,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Preparedness; Oseltamivir; Medicine; Pandemic; Pneumonia; Social distance; Epidemiology; Etiology; Favipiravir; Environmental health; Geography; Demography; Emergency medicine; Medical emergency; Coronavirus disease 2019 (COVID-19); Virology; Disease; Political science; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004198622,0.0003289137,0.0002139251,0.0008041181,0.001283972,0.0009095815,0.0003043103,0.0006847699,0.001325231],"category_scores_gemma":[0.0004457127,0.0001498927,0.0003039252,0.0008290103,0.000279878,0.0003373427,0.0008401949,0.0004278818,0.000106721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002424332,"about_ca_system_score_gemma":0.000992503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08293805,"about_ca_topic_score_gemma":0.09291077,"domain_scores_codex":[0.9998263,0.0000263217,0.00001151709,0.00003433561,0.00002590767,0.0000756924],"domain_scores_gemma":[0.9997966,0.00001861846,0.0001028217,0.000007981322,0.00003181511,0.00004214592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001110768,0.000466148,0.9245043,0.0006454202,0.0003510466,0.005662075,0.002817229,0.001799225,0.004267682,0.001203531,0.019584,0.03758863],"study_design_scores_gemma":[0.00006920764,0.0001234608,0.9809616,0.0001208413,0.00007649585,0.0003640087,0.002768977,0.0005670157,0.0002932405,0.0001054625,0.0145287,0.00002085379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885605,0.00169712,0.000122047,0.001450078,0.0001051765,0.00008358687,0.002726677,0.00002758969,0.005227245],"genre_scores_gemma":[0.9865579,0.003517994,0.0007364919,0.0005437594,0.0001978139,0.0001407052,0.006574941,0.00001109546,0.001719442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08293805,"threshold_uncertainty_score":0.1649106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01905223473896909,"score_gpt":0.3678730834062665,"score_spread":0.3488208486672973,"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."}}