{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001452419,0.0001654469,0.0002908418,0.00008144516,0.0000906366,0.00003014377,0.0001197387,0.0001020209,0.0004627708],"category_scores_gemma":[0.0001158691,0.0001401334,0.0001314257,0.0002382035,0.0001894214,0.0001631375,0.00004394616,0.0001061475,0.0001610626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004911605,"about_ca_system_score_gemma":0.00009988188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009836486,"about_ca_topic_score_gemma":0.000008625823,"domain_scores_codex":[0.9987841,0.000006370909,0.0003242303,0.000299096,0.0003335293,0.0002527348],"domain_scores_gemma":[0.9988188,0.00002339535,0.0001802,0.000202186,0.0005347987,0.0002406237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000379533,0.0001481679,0.6688098,0.0005072192,0.0002312409,0.00002955203,0.001876423,2.352076e-7,0.06745974,0.003783642,0.2470555,0.009718925],"study_design_scores_gemma":[0.003666875,0.0004264943,0.893044,0.0004039543,0.0006366037,0.00006088267,0.0008778705,0.0008716227,0.02655919,0.0009039557,0.07213878,0.0004098037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787816,0.0003130538,0.0001193833,0.0005309682,0.0001711472,0.0003023424,0.000027768,0.00007953118,0.01967425],"genre_scores_gemma":[0.9952093,0.00001328846,0.000209394,0.0008424092,0.0006378892,0.00002269848,0.00003081193,0.00002558379,0.003008635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2242342,"threshold_uncertainty_score":0.5714474,"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."}}