{"id":"W3125439734","doi":"10.3390/vaccines9020079","title":"Influenza Vaccine Effectiveness in Mainland China: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Vaccines","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; National Science and Technology Major Project; Chinese Center for Disease Control and Prevention; National Natural Science Foundation of China","keywords":"Vaccination; Influenza vaccine; Medicine; Mainland China; Meta-analysis; China; Beijing; Influenza season; Subgroup analysis; Vaccination policy; Environmental health; Family medicine; Internal medicine; Immunology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00292089,0.0009915988,0.02688903,0.001390049,0.00009523551,0.00006794492,0.000281463,0.0002975052,0.000337148],"category_scores_gemma":[0.003542933,0.0005573315,0.003439548,0.00407375,0.00002334066,0.0001061752,0.0004271623,0.0007491633,0.00005040109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002072138,"about_ca_system_score_gemma":0.0002495735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001230611,"about_ca_topic_score_gemma":0.0000774029,"domain_scores_codex":[0.9937162,0.00220169,0.00195975,0.001004303,0.0005452309,0.0005728744],"domain_scores_gemma":[0.9960428,0.001424797,0.000613989,0.001345335,0.0003644162,0.0002086529],"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":[0.00001267653,0.0000608638,0.0001073435,0.7808365,0.2179244,0.0001748861,0.00002032059,5.766107e-7,3.727142e-8,0.00001563246,0.0001221759,0.0007245718],"study_design_scores_gemma":[0.0005169371,0.00005749908,0.0003816586,0.1797325,0.7756401,0.0001343928,0.00000711934,0.000001293658,2.141602e-7,0.000004910524,0.04316015,0.0003633008],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000915281,0.9919683,0.000005585624,0.0001448518,0.00002289171,0.007605306,0.00008638085,0.00004831828,0.0001091809],"genre_scores_gemma":[0.000005603126,0.9952601,0.00006384573,0.0005329938,0.00004472592,0.003446205,0.00007817163,0.00008274028,0.0004855654],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.601104,"threshold_uncertainty_score":0.9996878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1680918955660966,"score_gpt":0.460007079511066,"score_spread":0.2919151839449694,"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."}}