{"id":"W4312126839","doi":"10.53350/pjmhs221610946","title":"Seroepidemiology of Dengue Viral Infection in Peshawar","year":2022,"lang":"en","type":"article","venue":"","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Dengue fever; Medicine; Viral infection; Epidemiology; Dengue virus; Virology; Immunology; Internal medicine; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003293938,0.0001685102,0.0001395197,0.0006841834,0.0003729537,0.0003568075,0.0001222161,0.0001896311,0.001672384],"category_scores_gemma":[0.0004979178,0.0002178801,0.00009924258,0.0004126693,0.0002852796,0.0002924546,0.000192227,0.0002047826,0.0001322769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002028972,"about_ca_system_score_gemma":0.0002455298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002486503,"about_ca_topic_score_gemma":0.001969952,"domain_scores_codex":[0.9997742,0.00006379646,0.00002302331,0.00004577796,0.00003829936,0.00005496652],"domain_scores_gemma":[0.9997117,0.00007118405,0.0001113861,0.000007997244,0.00003930657,0.00005839652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004220576,0.00006683257,0.9942047,0.00004419234,0.00001570233,0.0002817725,0.000414455,0.00006105212,0.0004939919,0.00004952122,0.0002084845,0.004117096],"study_design_scores_gemma":[0.000002879753,0.0001226745,0.9975166,0.0000137125,0.00000484878,0.001004484,0.0007868686,0.00007022067,0.00007229407,0.00002448981,0.0003783734,0.000002542493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989946,0.0003374313,0.00004617601,0.0000444119,0.000004969073,0.000006957673,0.0001008904,0.000001660306,0.0004627584],"genre_scores_gemma":[0.9994254,0.0002496385,0.00005868217,0.00002509065,0.000006919789,0.000005818529,0.00009580136,3.988593e-7,0.0001322872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002486503,"threshold_uncertainty_score":0.005594671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290559100539328,"score_gpt":0.2920979653263091,"score_spread":0.2791923743209158,"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."}}