{"id":"W2037149877","doi":"10.1111/irv.12141","title":"Estimated impact of aggressive empirical antiviral treatment in containing an outbreak of pandemic influenza <scp>H</scp>1<scp>N</scp>1 in an isolated <scp>F</scp>irst <scp>N</scp>ations community","year":2013,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; First Nations Health and Social Secretariat of Manitoba; Assembly of First Nations; Health Canada; Canadian Rheumatology Association; Western University","funders":"","keywords":"Outbreak; Pandemic; Virology; Pandemic influenza; Coronavirus disease 2019 (COVID-19); Microbiology; Medicine; Biology; Internal medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001249166,0.0006039499,0.0004052791,0.0003357327,0.0003370066,0.0004892269,0.0008219606,0.0005240279,0.001202356],"category_scores_gemma":[0.004917342,0.0002489907,0.0006158013,0.0002335933,0.0002955113,0.000345941,0.0004307531,0.0005382615,0.00008417421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007216402,"about_ca_system_score_gemma":0.005728527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4145854,"about_ca_topic_score_gemma":0.2617649,"domain_scores_codex":[0.9995863,0.0001806254,0.00001562529,0.00006326076,0.00006293749,0.0000913267],"domain_scores_gemma":[0.9976498,0.001596788,0.0002340917,0.00006381822,0.0003089329,0.0001464852],"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":[0.0006610761,0.0001479081,0.04645214,0.0001433012,0.0002760047,0.000120486,0.00007199401,0.9386568,0.001108754,0.0009422104,0.000469795,0.01094951],"study_design_scores_gemma":[0.0001839111,0.001026863,0.0590039,0.0000812914,0.0004755219,0.00009390866,0.0003409498,0.9333423,0.002931144,0.001560997,0.0009108674,0.00004827968],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900966,0.0004386888,0.005046105,0.0002485321,0.000009251152,0.0001011725,0.001161262,0.00005108774,0.002847316],"genre_scores_gemma":[0.9976947,0.00008769427,0.001449406,0.00002052481,0.000001243017,0.00003021044,0.0003487168,0.00000301694,0.0003644837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5854146,"threshold_uncertainty_score":0.8243445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2658532035786457,"score_gpt":0.467298654844081,"score_spread":0.2014454512654353,"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."}}