{"id":"W1481914703","doi":"10.1186/s13104-015-1157-1","title":"Early vaccine availability represents an important public health advance for the control of pandemic influenza","year":2015,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Pandemic; Timeline; Medicine; Influenza vaccine; Transmission (telecommunications); Public health; Vaccine efficacy; Pandemic influenza; Virology; Environmental health; Virus; Disease; Vaccination; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Internal medicine; Computer science; Geography","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":[0.003121382,0.0004595316,0.0004481146,0.0001611086,0.0002500673,0.0008345132,0.0008106082,0.0009263221,0.006940439],"category_scores_gemma":[0.005208891,0.0002061819,0.0006255824,0.000180295,0.0003611572,0.001392439,0.000702226,0.001445573,0.0005576913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001965174,"about_ca_system_score_gemma":0.004803785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02248942,"about_ca_topic_score_gemma":0.02742487,"domain_scores_codex":[0.9992988,0.0003554002,0.00001847579,0.00008567595,0.0001296033,0.0001120628],"domain_scores_gemma":[0.9971872,0.001439276,0.0006472787,0.0001877276,0.0003250368,0.0002135247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00489579,0.00264617,0.2022586,0.005580974,0.001485165,0.000710563,0.000884717,0.2343497,0.1352632,0.04830934,0.02403174,0.339584],"study_design_scores_gemma":[0.001155764,0.0202496,0.5142245,0.002188148,0.002402697,0.001556154,0.002539017,0.1697812,0.04750123,0.07678559,0.1612819,0.0003342618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.7958464,0.01751205,0.1154149,0.03236804,0.0007364914,0.0004283541,0.004163537,0.0006928115,0.03283738],"genre_scores_gemma":[0.9759471,0.003320267,0.01693575,0.001165975,0.0001019924,0.00007795857,0.0006589958,0.00002864983,0.001763256],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02248942,"threshold_uncertainty_score":0.04471707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5591677001583221,"score_gpt":0.544966175028208,"score_spread":0.01420152513011408,"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."}}