{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003483865,0.0002091611,0.000180528,0.001456573,0.0002266391,0.0006869331,0.0002953801,0.0002358957,0.001313024],"category_scores_gemma":[0.001047346,0.000142896,0.0002274351,0.0008602935,0.000110375,0.0003695331,0.0003015041,0.000210459,0.0002492919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000546011,"about_ca_system_score_gemma":0.0002746214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01355383,"about_ca_topic_score_gemma":0.009922669,"domain_scores_codex":[0.9997669,0.00004615198,0.00003661948,0.00004227936,0.0000390848,0.0000690192],"domain_scores_gemma":[0.9994819,0.00004337038,0.0002870802,0.00001692082,0.0001148757,0.00005596584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006109702,0.00003761671,0.9966378,0.00002091051,0.00002443959,0.0002029245,0.0001522228,0.00006815196,0.0002831504,0.00001506224,0.0002301244,0.00226653],"study_design_scores_gemma":[0.000002092952,0.00006343509,0.9981512,0.0000101192,0.000009867832,0.0002675632,0.0007334298,0.0001267557,0.0001017679,0.000004689539,0.0005261545,0.000002776039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979848,0.000303708,0.00003241214,0.00004930507,0.000006692766,0.00000845427,0.0009456666,0.000007112395,0.0006619008],"genre_scores_gemma":[0.997849,0.0002529661,0.0001051222,0.00002111448,0.000009177053,0.00002097201,0.001314065,0.000001453762,0.0004260861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01355383,"threshold_uncertainty_score":0.02694988,"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."}}