{"id":"W4410779601","doi":"10.1002/ped4.70005","title":"Advancing dengue vaccine development: Challenges, innovations, and the path toward global protection","year":2025,"lang":"en","type":"review","venue":"Pediatric Investigation","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"Natural Science Foundation of Beijing Municipality; National Natural Science Foundation of China","keywords":"Dengue vaccine; Dengue fever; Path (computing); Virology; Business; Dengue virus; Computer science; Medicine","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":[0.001741739,0.0006066863,0.0009626036,0.001533948,0.0002705519,0.001643143,0.0006817281,0.001303788,0.003126663],"category_scores_gemma":[0.001846101,0.0002643787,0.0006186426,0.001534938,0.0005388249,0.002283105,0.0008253594,0.002274376,0.001236416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007269432,"about_ca_system_score_gemma":0.002673981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429858,"about_ca_topic_score_gemma":0.002504756,"domain_scores_codex":[0.9995134,0.0001472095,0.00006102354,0.0000518689,0.0001657778,0.000060754],"domain_scores_gemma":[0.9990563,0.0005108517,0.00009619655,0.00002288048,0.0002438839,0.00006989358],"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":[0.00006039712,0.00006950121,0.000251586,0.0251922,0.00009655621,0.000145119,0.0001553607,0.0004678012,0.002084991,0.01016421,0.02213654,0.9391757],"study_design_scores_gemma":[0.00001202739,0.0001315069,0.0004552877,0.008182517,0.0001087738,0.0004357756,0.0001727749,0.0001253607,0.000484369,0.003478808,0.9863983,0.00001449135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001726123,0.9975271,0.0001606158,0.00117671,0.0002081689,0.000004651998,0.00001272791,0.000006556203,0.0007308123],"genre_scores_gemma":[0.0007152465,0.9984263,0.000264477,0.0002871248,0.0001057241,0.000003972933,0.00001340576,0.000001058501,0.0001828247],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003126663,"threshold_uncertainty_score":0.01045966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03013520920454424,"score_gpt":0.2923904526072736,"score_spread":0.2622552434027293,"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."}}