{"id":"W4403883422","doi":"10.1016/j.vaccine.2024.126483","title":"Chikungunya vaccine development, challenges, and pathway toward public health impact","year":2024,"lang":"en","type":"review","venue":"Vaccine","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chikungunya; Licensure; Public health; Global health; Medicine; Environmental health; Virology; Economic growth; Outbreak; Economics","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"],"consensus_categories":[],"category_scores_codex":[0.0007248253,0.001032235,0.003854512,0.0006458961,0.0001061187,0.0001128163,0.0002791424,0.0003643042,0.0004654813],"category_scores_gemma":[0.0001341229,0.0006510406,0.0007994028,0.0004865994,0.000005984876,0.0001015905,0.0002712947,0.0007893279,0.0003188338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004890048,"about_ca_system_score_gemma":0.003520761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003161852,"about_ca_topic_score_gemma":0.0000406658,"domain_scores_codex":[0.9960114,0.000159627,0.00127609,0.001151036,0.0004086701,0.0009932172],"domain_scores_gemma":[0.9972333,0.00007925086,0.0004286731,0.0008615576,0.0001159424,0.001281261],"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":[0.0000365652,0.0001850922,0.00002225122,0.04900735,0.001361586,0.0001507912,0.0002136205,7.936545e-9,1.569578e-7,0.0003066451,0.006873224,0.9418427],"study_design_scores_gemma":[0.0015926,0.0005209681,0.001284518,0.01340437,0.001495408,0.0004826793,0.0000419127,0.000007586994,1.052377e-7,0.00002168666,0.9806219,0.0005262961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004028511,0.9920279,0.00001115038,0.004637681,0.0003875317,0.001942732,0.000134082,0.0002806034,0.0005379671],"genre_scores_gemma":[0.0005857897,0.9949058,0.00009534175,0.0004838149,0.001186563,0.0002883063,0.0009624826,0.0002157799,0.001276108],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9737486,"threshold_uncertainty_score":0.9995941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1158224512492971,"score_gpt":0.3769941711378258,"score_spread":0.2611717198885287,"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."}}