{"id":"W2795120566","doi":"10.2196/10630","title":"Investigation of Dengue Fever Outbreak- District Peshawar, Pakistan, September 2017","year":2018,"lang":"en","type":"article","venue":"Iproceedings","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dengue fever; Outbreak; Geography; Medicine; Virology; Socioeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003812953,0.0004721651,0.0002393998,0.001438547,0.001263839,0.0004695274,0.0003805947,0.0003277699,0.001434542],"category_scores_gemma":[0.0004475178,0.0003411235,0.0002010024,0.001088322,0.000446198,0.0005219106,0.0005498855,0.0003619632,0.0002468727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007838372,"about_ca_system_score_gemma":0.001827081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01301117,"about_ca_topic_score_gemma":0.01339673,"domain_scores_codex":[0.9997335,0.00003182785,0.0000329051,0.00005644621,0.00005910753,0.00008618683],"domain_scores_gemma":[0.9996117,0.00003632762,0.0001297771,0.00001057224,0.0001101281,0.0001015815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008793508,0.0001790353,0.9818742,0.0001895782,0.00002765882,0.005453436,0.002084485,0.0001848944,0.001177885,0.0000855361,0.001772182,0.006883088],"study_design_scores_gemma":[0.00001312818,0.0003214822,0.9867504,0.00003965638,0.00001972996,0.003708326,0.006390813,0.0002230902,0.0003806715,0.00005682112,0.002083147,0.00001264951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966128,0.0002167147,0.000161845,0.0001296142,0.00001850557,0.0001845128,0.001160868,0.00001174704,0.001503361],"genre_scores_gemma":[0.9958398,0.0007596082,0.0004170171,0.0001053077,0.00004073971,0.0000991838,0.002077593,0.000002719105,0.0006580309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01301117,"threshold_uncertainty_score":0.02587086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303506640066233,"score_gpt":0.2953583606008341,"score_spread":0.2723232942001718,"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."}}