{"id":"W2794663226","doi":"10.2196/10633","title":"Outbreak Investigation of Dengue Fever in Water Scarce District Tharparkar of Pakistan, 2016","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; Virology; Medicine; Environmental health","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":[0.0001903593,0.0001191468,0.0002910228,0.0001169877,0.00002459166,0.000008737225,0.0001004401,0.00007503472,0.0001703155],"category_scores_gemma":[0.0000717368,0.00008323979,0.0000820464,0.0001863276,0.0001717834,0.0001207077,0.00004142582,0.00007554171,0.00002405425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003834932,"about_ca_system_score_gemma":0.00006256827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003247691,"about_ca_topic_score_gemma":0.00001122477,"domain_scores_codex":[0.9989343,0.000007511615,0.0003744999,0.0002134247,0.0002524021,0.0002179014],"domain_scores_gemma":[0.9992897,0.00001792184,0.0001125152,0.0001404396,0.0003265199,0.0001129354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003293986,0.0001122832,0.5443704,0.0004099141,0.00005202379,0.000006244478,0.002412302,1.658132e-7,0.4448923,0.0007725331,0.003815692,0.00282682],"study_design_scores_gemma":[0.002517156,0.0002507874,0.7076991,0.000455373,0.0001551202,0.000008265465,0.0008116115,0.0001776714,0.284729,0.0006784351,0.002361177,0.0001562923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967392,0.0001732475,0.00002349849,0.000431678,0.00006410632,0.0002435084,0.00001353795,0.00001946976,0.002291756],"genre_scores_gemma":[0.998953,0.00001707215,0.00007527311,0.0002624652,0.0001854164,0.00001549788,0.0000183675,0.00001651015,0.000456361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1633287,"threshold_uncertainty_score":0.339442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141193081599076,"score_gpt":0.2685312507678112,"score_spread":0.2571193199518205,"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."}}