{"id":"W4323355754","doi":"10.21203/rs.3.rs-2609584/v1","title":"Dengue virus infection during window period of consecutive outbreaks in Nepal and assessment of clinical parameters","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Biological Sciences","funders":"Centers for Disease Control and Prevention; University Grants Commission","keywords":"Dengue fever; Outbreak; Dengue virus; Genotype; Serotype; Virology; Biology; Phylogenetic tree; Veterinary medicine; Genetics; Medicine; Gene","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":[0.0002357336,0.00022028,0.0001786748,0.0004822878,0.000534619,0.0006244319,0.0002134137,0.0003286109,0.0008876756],"category_scores_gemma":[0.0008870385,0.0001997962,0.0002009141,0.0003303753,0.0002498433,0.000494468,0.0004592464,0.000474469,0.0001429989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003477248,"about_ca_system_score_gemma":0.0002941211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004268082,"about_ca_topic_score_gemma":0.005181942,"domain_scores_codex":[0.9997982,0.00004545887,0.00002167289,0.00004924002,0.0000291246,0.0000563336],"domain_scores_gemma":[0.9997686,0.00004385323,0.00008257176,0.00001390303,0.00004947693,0.00004165525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009571066,0.00005054923,0.992289,0.00003468851,0.00002436088,0.001724701,0.0007801749,0.0001126641,0.001220676,0.00004563064,0.0002211079,0.003400823],"study_design_scores_gemma":[0.000004312168,0.0002263634,0.9911143,0.00003905382,0.00001969471,0.004298199,0.002561561,0.000439101,0.0003930953,0.00008035462,0.000812962,0.0000109568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985834,0.0002436109,0.0001117445,0.00005451736,0.000005366009,0.00002022812,0.000243955,0.000002940939,0.0007342773],"genre_scores_gemma":[0.9992342,0.0001629654,0.0001050701,0.00002808348,0.000005352257,0.00001946616,0.0002416527,6.654302e-7,0.000202478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004268082,"threshold_uncertainty_score":0.00848645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1558728996557889,"score_gpt":0.517775116347213,"score_spread":0.3619022166914241,"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."}}