{"id":"W4309391466","doi":"10.20944/preprints202211.0336.v1","title":"Combining Influenza and COVID-19 Booster Vaccination Strategy to Improve Vaccination Uptake Necessary for Managing the Health Pandemic: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Preprints.org","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Booster (rocketry); Vaccination; Pandemic; Meta-analysis; Medicine; Coronavirus disease 2019 (COVID-19); Systematic review; Population; Pandemic influenza; Family medicine; MEDLINE; Environmental health; Virology; Political science; Disease; Internal medicine; 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":[0.02356278,0.003485229,0.02020525,0.01159846,0.0008357327,0.004944466,0.002664675,0.003014875,0.004284569],"category_scores_gemma":[0.05898269,0.001940469,0.04749665,0.009936423,0.0008712395,0.003174638,0.001965661,0.002084746,0.0003609697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005673673,"about_ca_system_score_gemma":0.01212583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008678968,"about_ca_topic_score_gemma":0.01904855,"domain_scores_codex":[0.9830719,0.007129717,0.005533266,0.001287882,0.002427553,0.0005496442],"domain_scores_gemma":[0.9700935,0.02159196,0.004378264,0.0007070086,0.00288913,0.0003401234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000820596,0.00003881638,0.001834166,0.7442558,0.2358611,0.0001232215,0.0001108438,0.0004973223,0.0002115832,0.0001635581,0.0005533553,0.01552979],"study_design_scores_gemma":[0.0004104306,0.0002635245,0.002162596,0.09671403,0.897261,0.0001134395,0.0000915601,0.0002672788,0.000206044,0.0002078548,0.002267294,0.00003486799],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002766724,0.9943526,0.0007649802,0.000294837,0.0001906314,0.0009097004,0.0003980764,0.00002870948,0.0002937547],"genre_scores_gemma":[0.07320458,0.917351,0.004119502,0.0008207383,0.0002627591,0.003308809,0.0005922939,0.00002420825,0.0003160788],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02356278,"threshold_uncertainty_score":0.1246134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5669191825863825,"score_gpt":0.5429700272735681,"score_spread":0.02394915531281439,"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."}}