{"id":"W7131837464","doi":"10.5376/jvr.2024.14.0017","title":"Advances in Dengue Vaccine Development: Efficacy, Safety, and Implementation","year":2024,"lang":"","type":"article","venue":"Journal of Vaccine Research","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dengue vaccine; Dengue fever; Pandemic; MEDLINE; Vaccination","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006500568,0.0003456336,0.0009284769,0.00202601,0.0002364347,0.0002919734,0.000363335,0.0001515604,0.002176751],"category_scores_gemma":[0.0006705783,0.000273342,0.000204655,0.00161661,0.00003150449,0.0008259572,0.0002599428,0.001752499,0.00005948299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006291793,"about_ca_system_score_gemma":0.002256993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005637123,"about_ca_topic_score_gemma":0.0003575103,"domain_scores_codex":[0.9940631,0.0005481843,0.002149002,0.0005194542,0.001688194,0.001031997],"domain_scores_gemma":[0.9965271,0.001213233,0.0002843864,0.0002891057,0.0009719142,0.000714199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005365234,0.0005525012,0.03511759,0.001858201,0.0004036458,0.002094882,0.001695057,0.0000493702,0.001447129,0.000683106,0.003462713,0.9472706],"study_design_scores_gemma":[0.0259648,0.003277886,0.5338351,0.007231959,0.000486063,0.0008631345,0.006523329,0.002712824,0.0012451,0.0004973625,0.4168884,0.0004739866],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4735405,0.51227,0.0004204047,0.01124195,0.000765101,0.001150025,0.00001716591,0.0000145794,0.0005803296],"genre_scores_gemma":[0.8604103,0.1372919,0.0001783098,0.00006468358,0.001587706,0.00001312115,0.00001428998,0.00005320078,0.0003865681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9467966,"threshold_uncertainty_score":0.9999719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02778199502915199,"score_gpt":0.4459091643310231,"score_spread":0.418127169301871,"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."}}