{"id":"W4407980078","doi":"10.17352/2455-5479.000217","title":"Trend of Dengue Cases in Ecuador during the First Quarter of 2024","year":2025,"lang":"en","type":"article","venue":"Archives of Community Medicine and Public Health","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Dengue fever; Virology; Geography; Medicine; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006328692,0.0001012914,0.0005435935,0.000345526,0.0001224789,0.000002577703,0.000189209,0.00002603743,0.00005817687],"category_scores_gemma":[0.0003838436,0.00006409336,0.00006898627,0.0002990234,0.0004510977,0.0000334728,0.00009142428,0.000350238,6.965679e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000010695,"about_ca_system_score_gemma":0.0002479267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0112304,"about_ca_topic_score_gemma":0.005232142,"domain_scores_codex":[0.998607,0.0004079962,0.0005573017,0.00007461132,0.0001454375,0.0002076661],"domain_scores_gemma":[0.9975739,0.001569712,0.0001747468,0.0005221713,0.00002776439,0.0001317339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001257973,0.002457271,0.5432404,0.01613205,0.0004838835,0.00002618495,0.0702376,0.000004344406,0.0004457779,0.00598719,0.008513086,0.3512142],"study_design_scores_gemma":[0.003588818,0.0009398957,0.9570634,0.001623254,0.00005794898,0.00001662345,0.03085334,0.0001297241,0.00005471455,0.0004301406,0.005191688,0.00005039372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9463654,0.005416704,0.00001728961,0.04260195,0.00004237192,0.0002832837,0.00003137419,0.000005876926,0.00523576],"genre_scores_gemma":[0.9965876,0.001421861,0.00001689727,0.001794286,0.00003254553,0.0000109313,0.00002282925,0.000004986438,0.0001081082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.413823,"threshold_uncertainty_score":0.9953539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0332426390150539,"score_gpt":0.3319923477052822,"score_spread":0.2987497086902283,"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."}}