{"id":"W4412430647","doi":"10.1016/j.vaccine.2025.127489","title":"From controversy to confidence: Strengthening dengue vaccines safety reporting","year":2025,"lang":"en","type":"article","venue":"Vaccine","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dengue fever; Dengue vaccine; Vaccine safety; Medicine; Virology; Environmental health; Dengue virus; Immunology; Immunization; Immune system","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.385029,0.001299083,0.001967071,0.006227362,0.007335469,0.02862884,0.009701657,0.03101841,0.01551959],"category_scores_gemma":[0.6933603,0.001738213,0.00212767,0.003281378,0.01844553,0.0404315,0.01957334,0.0444913,0.003083988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01127805,"about_ca_system_score_gemma":0.07090119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0139867,"about_ca_topic_score_gemma":0.0118023,"domain_scores_codex":[0.7460232,0.1496212,0.02287558,0.01319684,0.05491135,0.01337182],"domain_scores_gemma":[0.1815189,0.5957433,0.04415644,0.03274458,0.1132028,0.03263396],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003681022,0.0004998331,0.02349333,0.001622509,0.0003682379,0.0005513519,0.007537514,0.001565463,0.001365121,0.1602383,0.5168041,0.2855861],"study_design_scores_gemma":[0.000533065,0.0005768537,0.02608995,0.007138606,0.0003948254,0.0006747718,0.009049829,0.006028963,0.002343134,0.3379215,0.6086382,0.0006102722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003088067,0.002247233,0.004694526,0.9763532,0.005142189,0.00008354313,0.00007038358,0.0001190353,0.008201767],"genre_scores_gemma":[0.2453264,0.004754955,0.01947151,0.703495,0.02015666,0.0004383667,0.0003737201,0.0002453657,0.005737935],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6149709,"threshold_uncertainty_score":0.7583687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00991718586564617,"score_gpt":0.3042158542430716,"score_spread":0.2942986683774254,"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."}}