{"id":"W4394894941","doi":"10.51161/conasf2024/33606","title":"PERFIL EPIDEMIOLÓGICO DA DENGUE EM 2024 PARA GUIAR AÇÕES NA ATENÇÃO PRIMÁRIA NO BRASIL","year":2024,"lang":"pt","type":"article","venue":"","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Dengue fever; Computer science; Medicine; Virology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009741738,0.0001875246,0.0001286965,0.001173973,0.00038688,0.000464696,0.0002048068,0.000283017,0.001909087],"category_scores_gemma":[0.002241942,0.0001471123,0.0002377282,0.001190566,0.0002160409,0.0002630145,0.0003293859,0.000306777,0.0001750664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179849,"about_ca_system_score_gemma":0.001245018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1615276,"about_ca_topic_score_gemma":0.2314247,"domain_scores_codex":[0.9995012,0.000153008,0.0000478339,0.00004698473,0.0001462394,0.0001047382],"domain_scores_gemma":[0.9992149,0.0001028768,0.0002649897,0.00004927319,0.0002516663,0.000116223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000157639,0.00005295864,0.9631384,0.0001485423,0.00004672482,0.0002266087,0.0008166692,0.0002445746,0.001273818,0.001116178,0.002787642,0.02999032],"study_design_scores_gemma":[0.000004180728,0.00007926758,0.9944365,0.00008107811,0.00002069623,0.0002007591,0.000626668,0.000227494,0.0001893824,0.0001162669,0.004012246,0.000005553141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562489,0.004774707,0.001357939,0.002091692,0.00009716558,0.0002265938,0.01054922,0.00005751904,0.02459647],"genre_scores_gemma":[0.9936996,0.001735144,0.001073071,0.0001371168,0.00002028184,0.00003773967,0.00109887,0.00000339612,0.002194752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1615276,"threshold_uncertainty_score":0.3211749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03307304520033016,"score_gpt":0.323776258800189,"score_spread":0.2907032135998588,"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."}}