{"id":"W4206105723","doi":"10.1097/mop.0000000000001103","title":"Influenza vaccines: where we are, where we are going.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Virology; Vaccination; Hemagglutinin (influenza); Influenza vaccine; Pandemic; DNA vaccination; Vaccine efficacy; Medicine; Influenza A virus subtype H5N1; Immunization; Antigen; Immunology; Biology; Virus; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty)","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":[0.001187761,0.00103636,0.001474741,0.001067722,0.0002747767,0.002207018,0.0007432218,0.001989746,0.008461127],"category_scores_gemma":[0.001835122,0.0003521169,0.000613533,0.001243963,0.0003979524,0.003678428,0.000784096,0.002576773,0.006349199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007959112,"about_ca_system_score_gemma":0.002308074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001630681,"about_ca_topic_score_gemma":0.001631352,"domain_scores_codex":[0.9995458,0.0001115757,0.0000737902,0.00006505253,0.0001433765,0.00006048725],"domain_scores_gemma":[0.9991096,0.000258435,0.0001810275,0.00002356757,0.0003382688,0.0000890705],"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":[0.0001749624,0.00005214758,0.0004551751,0.03808901,0.000138387,0.0001268251,0.0001177475,0.0002084706,0.002074575,0.003448758,0.1920707,0.7630432],"study_design_scores_gemma":[0.00001563214,0.00007051475,0.0005988529,0.009161151,0.0001209134,0.000305969,0.00009952267,0.00004402855,0.0002843241,0.0009023056,0.9883808,0.00001596739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001051876,0.9930695,0.0001238696,0.002596299,0.002672227,0.00002633435,0.00009901301,0.00001782643,0.001289774],"genre_scores_gemma":[0.0007177792,0.9923489,0.0003144488,0.0028366,0.001959601,0.00002910233,0.0001786979,0.000007077594,0.001607817],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008461127,"threshold_uncertainty_score":0.02830523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09277973173338958,"score_gpt":0.3271473203564547,"score_spread":0.2343675886230651,"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."}}