{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003829076,0.0004408468,0.0001942346,0.001187572,0.001152904,0.0005605186,0.0003906975,0.0002606269,0.001719121],"category_scores_gemma":[0.0005787387,0.0002812999,0.0002257129,0.001205386,0.0005537851,0.0005259915,0.0006178684,0.0003532057,0.0001572603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009458582,"about_ca_system_score_gemma":0.002228398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02148444,"about_ca_topic_score_gemma":0.02598673,"domain_scores_codex":[0.9996682,0.00004899166,0.00005313422,0.00005963424,0.00007604203,0.00009392033],"domain_scores_gemma":[0.9995647,0.00005051267,0.0001797592,0.0000203337,0.00009707922,0.00008747756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001396128,0.0001632568,0.968884,0.0003150544,0.0000370186,0.01255411,0.00266558,0.0003056639,0.004097202,0.0001241009,0.001358648,0.009355806],"study_design_scores_gemma":[0.00002273414,0.0005100527,0.9741334,0.0000916663,0.00004458801,0.01034939,0.01057614,0.0004132471,0.001235257,0.0001229126,0.00247601,0.0000244621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970343,0.0002022855,0.0002181895,0.0001661853,0.00002459205,0.000161258,0.000813721,0.000008337792,0.001371106],"genre_scores_gemma":[0.9970506,0.0006009928,0.0004785456,0.00007026528,0.00002459129,0.00004258827,0.001319516,0.000001429158,0.000411411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02148444,"threshold_uncertainty_score":0.04271877,"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."}}