{"id":"W2131424587","doi":"10.1086/498514","title":"Annual Universal Influenza Vaccination: Ready or Not?","year":2005,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Centers for Disease Control and Prevention; Sanofi","keywords":"Vaccination; Medicine; Vaccination policy; Environmental health; Live attenuated influenza vaccine; Influenza vaccine; Family medicine; Immunology","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":[0.006173352,0.0003277592,0.0007403482,0.0003610529,0.00108298,0.00257891,0.001397831,0.006873634,0.008513139],"category_scores_gemma":[0.02664718,0.0002207063,0.000347274,0.0005534907,0.002505926,0.003389062,0.001056706,0.005585929,0.001523682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002606281,"about_ca_system_score_gemma":0.01241193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03797445,"about_ca_topic_score_gemma":0.1237066,"domain_scores_codex":[0.997426,0.0009525053,0.0002509226,0.0001964571,0.0008181055,0.0003561341],"domain_scores_gemma":[0.9885872,0.004888937,0.001188783,0.0002734141,0.002405721,0.002655959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002753413,0.00005006127,0.003465332,0.001790667,0.00005981341,0.0003720286,0.0006678324,0.00009144493,0.0003135508,0.01722093,0.7869257,0.1887673],"study_design_scores_gemma":[0.00006416737,0.000125339,0.005666705,0.004037714,0.00007870248,0.0003390183,0.002634989,0.00005819472,0.00009931406,0.004888244,0.9819711,0.00003642452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00189693,0.09890442,0.0002636166,0.8642795,0.02317942,0.00001309753,0.00009086033,0.00004988298,0.01132225],"genre_scores_gemma":[0.06596747,0.1964489,0.002587832,0.6667306,0.03968632,0.00007229276,0.0003112713,0.00008067548,0.0281146],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03797445,"threshold_uncertainty_score":0.07550681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1445213426281601,"score_gpt":0.4792648034888155,"score_spread":0.3347434608606554,"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."}}