{"id":"W7096513781","doi":"","title":"TITLE: Antiviral Stockpiling Strategies for Pandemic Influenza: A Review of the Clinical and Cost-Effectiveness","year":2011,"lang":"en","type":"article","venue":"","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Case fatality rate; Preparedness; Influenza pandemic; Zanamivir; Attack rate; Stockpile; Neuraminidase","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":[0.002594261,0.0007893287,0.002573458,0.001712143,0.0002113013,0.001141793,0.001197849,0.00128975,0.01037995],"category_scores_gemma":[0.005335148,0.0002672391,0.001260566,0.0020001,0.0003928124,0.001592508,0.0003103157,0.001247723,0.001316852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037243,"about_ca_system_score_gemma":0.001255889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001380595,"about_ca_topic_score_gemma":0.001987331,"domain_scores_codex":[0.9992017,0.0002913379,0.0001414383,0.00006242428,0.0002759865,0.00002715833],"domain_scores_gemma":[0.9967446,0.00231716,0.0003129627,0.00003374939,0.0005177761,0.00007361037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009576459,0.0001702576,0.0002096762,0.02814904,0.0004754434,0.00009081338,0.0000234947,0.0005411363,0.0003691247,0.001301449,0.02728074,0.9404311],"study_design_scores_gemma":[0.001906266,0.003452787,0.006407746,0.0851265,0.004143329,0.002913471,0.0001849329,0.001192406,0.001302554,0.004053906,0.8892195,0.00009646035],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001769192,0.9985858,0.00005754456,0.0004875242,0.0001396229,0.00001089492,0.00002640861,0.000002687573,0.0005125336],"genre_scores_gemma":[0.002446592,0.9960968,0.0003783589,0.0003786682,0.000377473,0.00001734666,0.00004729931,0.000003013311,0.0002545349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01037995,"threshold_uncertainty_score":0.03472435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4487654083745449,"score_gpt":0.5262799259226189,"score_spread":0.07751451754807398,"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."}}