{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006885465,0.000370941,0.000994968,0.0002383115,0.0002103334,0.00004776509,0.0001210386,0.000266409,0.00001012913],"category_scores_gemma":[0.0009380054,0.0002497307,0.0001634498,0.001091734,0.00003640263,0.0001003726,0.00008745505,0.0003644268,0.00001400102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002882431,"about_ca_system_score_gemma":0.001830397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003676765,"about_ca_topic_score_gemma":0.00001252491,"domain_scores_codex":[0.9978951,0.000210462,0.0008218544,0.0004860989,0.0003204437,0.0002660771],"domain_scores_gemma":[0.9986597,0.0001444788,0.0005063264,0.0003143084,0.0002379272,0.0001373145],"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":[0.0000297745,0.00002302418,0.000200866,0.03153241,0.00009598747,0.000004022151,0.0001028906,3.955361e-7,4.580459e-8,0.003500047,0.000433503,0.9640771],"study_design_scores_gemma":[0.003735011,0.00007204162,0.002678083,0.007901367,0.006534232,0.00007048046,0.0001019567,0.0001571654,5.348958e-7,0.00187301,0.9763324,0.0005436767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001122959,0.9940465,0.0006588456,0.001493601,0.0002834945,0.003053535,0.00002084548,0.00009810228,0.0002327711],"genre_scores_gemma":[0.0004260908,0.9959705,0.0005672528,0.0002771479,0.001103588,0.001170329,0.000347491,0.00002348491,0.0001140736],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9758989,"threshold_uncertainty_score":0.9999955,"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."}}