{"id":"W2795336326","doi":"10.2196/10607","title":"Evaluation of Dengue Surveillance System - Islamabad, 2017","year":2018,"lang":"en","type":"article","venue":"Iproceedings","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dengue fever; Public health; Population; Environmental health; Geography; Medicine; Virology; Pathology","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":[0.001097322,0.000104001,0.000248322,0.00006326126,0.00006502616,0.00001600927,0.00009219827,0.00006411996,0.0001524766],"category_scores_gemma":[0.0003749124,0.00008842276,0.00008489635,0.000146615,0.0000686304,0.0000776754,0.00002198157,0.0000555658,0.00008643885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009012115,"about_ca_system_score_gemma":0.0001475722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006389677,"about_ca_topic_score_gemma":0.000009571951,"domain_scores_codex":[0.998592,0.00001767014,0.000233782,0.0002270663,0.0007490804,0.0001803932],"domain_scores_gemma":[0.9976453,0.00001702273,0.0001469881,0.0001824061,0.001917517,0.00009083568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00203071,0.0008635802,0.3614011,0.003216264,0.001324742,0.00003724294,0.005185627,0.000007746702,0.2355874,0.02396489,0.1093465,0.2570342],"study_design_scores_gemma":[0.01459722,0.001479671,0.8500344,0.00152552,0.002537488,0.0002102918,0.00497129,0.08771712,0.02549531,0.0005447606,0.01020468,0.0006822103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639056,0.0008516728,0.00005775188,0.0002202692,0.0002562482,0.0004237673,0.00001102935,0.00006802881,0.0342056],"genre_scores_gemma":[0.9988115,0.000009149845,0.00005451838,0.00009501337,0.0007580907,0.00003485601,0.00000649681,0.00001523702,0.0002151266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4886334,"threshold_uncertainty_score":0.3605776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03338113726822241,"score_gpt":0.3204554737120005,"score_spread":0.2870743364437781,"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."}}