{"id":"W4308122970","doi":"10.33448/rsd-v11i14.36382","title":"Rede neural artificial aplicada aos casos notificados de dengue cases em Maceió – Alagoas","year":2022,"lang":"pt","type":"article","venue":"Research Society and Development","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade Federal de Alagoas; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Canadian Institute for Theoretical Astrophysics","keywords":"Dengue fever; Humanities; Aedes aegypti; Geography; Biology; Virology; Philosophy; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0008037983,0.0006352884,0.0004901096,0.0008171055,0.0002383555,0.0009315503,0.0006174083,0.0005890207,0.001265233],"category_scores_gemma":[0.003481551,0.0001859023,0.00053586,0.0004628649,0.0002176949,0.0005010148,0.0004451452,0.0005188472,0.0002176241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006182365,"about_ca_system_score_gemma":0.0005526925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221436,"about_ca_topic_score_gemma":0.01139861,"domain_scores_codex":[0.9996085,0.0001096003,0.00004632068,0.00009086082,0.0000810606,0.00006372418],"domain_scores_gemma":[0.9990743,0.0004258856,0.0001306191,0.00003127907,0.0002908829,0.00004694451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001378791,0.0007681976,0.1572287,0.0006315839,0.0005278134,0.001044492,0.0006206245,0.20322,0.01322457,0.001275214,0.007746362,0.6123336],"study_design_scores_gemma":[0.00004097449,0.0005568612,0.04857146,0.0001218599,0.0002251457,0.0004657038,0.0004745162,0.9389771,0.006098623,0.001284069,0.003141593,0.00004208569],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.871294,0.005193393,0.1074348,0.002328803,0.0004417661,0.000237577,0.0008921163,0.001290256,0.01088741],"genre_scores_gemma":[0.9807183,0.001124912,0.01456091,0.0002416897,0.00006737652,0.0001116906,0.0004051433,0.00001718713,0.002752767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01221436,"threshold_uncertainty_score":0.02428651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039860562809695,"score_gpt":0.3803457956890181,"score_spread":0.2763597394080486,"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."}}