{"id":"W4411140654","doi":"10.1590/2358-2898202514510032i","title":"Impact of dengue research funded by the Ministry of Health in Brazil","year":2025,"lang":"en","type":"article","venue":"Saúde em Debate","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Christian ministry; Dengue fever; Environmental health; Virology; Medicine; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03849223,0.0004150459,0.0005577471,0.003585314,0.001105735,0.002683061,0.0006932773,0.0006109716,0.001700681],"category_scores_gemma":[0.05318593,0.0002860973,0.0006510017,0.003800609,0.001472162,0.001412544,0.004250218,0.0007978677,0.0001512186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007953563,"about_ca_system_score_gemma":0.03308903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02960969,"about_ca_topic_score_gemma":0.02910192,"domain_scores_codex":[0.9674175,0.02163832,0.001506826,0.000711604,0.006523084,0.002202591],"domain_scores_gemma":[0.9456306,0.02660399,0.009628735,0.002717461,0.01140364,0.00401555],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008302633,0.0005803542,0.5371212,0.01241844,0.0008926678,0.001623984,0.03551479,0.003113642,0.006967028,0.02576991,0.008709379,0.3664583],"study_design_scores_gemma":[0.0001264115,0.001107278,0.8597187,0.005685135,0.0006041291,0.0007128044,0.03117372,0.001552279,0.003140558,0.002620453,0.09347422,0.0000842955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8562855,0.03469695,0.001534416,0.03520669,0.0002813623,0.0008627942,0.002425473,0.0001084353,0.06859848],"genre_scores_gemma":[0.9918285,0.005823112,0.0008893066,0.0004234152,0.00004281402,0.0001043155,0.0002089792,0.00000722116,0.0006723362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9615078,"threshold_uncertainty_score":0.2035688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03190856530123263,"score_gpt":0.4376925466752551,"score_spread":0.4057839813740225,"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."}}