{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01965657,0.00100981,0.001053284,0.0009366004,0.001551715,0.008795414,0.002062392,0.006226082,0.01641133],"category_scores_gemma":[0.02279568,0.0004961575,0.001119109,0.0007999307,0.003232949,0.009798864,0.006464243,0.01230297,0.004096185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005471965,"about_ca_system_score_gemma":0.03222321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005934613,"about_ca_topic_score_gemma":0.005680739,"domain_scores_codex":[0.9914047,0.003271875,0.0005789303,0.0006257449,0.002254131,0.0018646],"domain_scores_gemma":[0.9826663,0.006392854,0.001078163,0.0006196116,0.005241293,0.004001802],"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":[0.0003899798,0.0004162247,0.003406014,0.005355122,0.0001471101,0.0008531829,0.001247943,0.002803055,0.004782295,0.1055954,0.2587263,0.6162774],"study_design_scores_gemma":[0.00009145732,0.0007385199,0.002424219,0.006745181,0.00008655001,0.0005041228,0.002363817,0.000982161,0.002331721,0.08280046,0.9008469,0.00008489185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.006026588,0.2402468,0.004029572,0.7182062,0.006114689,0.0001456054,0.0004930129,0.0002294024,0.02450817],"genre_scores_gemma":[0.1509447,0.6249959,0.03208076,0.1598165,0.009044531,0.0005842624,0.001698588,0.000218167,0.02061658],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01965657,"threshold_uncertainty_score":0.1039551,"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."}}