{"id":"W2596863160","doi":"10.21055/0370-1069-2015-1-36-41","title":"Epidemic Situation on West-Nile Fever in 2014 in the Territory of the Russian Federation and Around the World, and Prognosis for its Development in 2015","year":2015,"lang":"en","type":"article","venue":"Problems of Particularly Dangerous Infections","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Russian federation; West Nile virus; Geography; Virology; Mediterranean climate; Socioeconomics; Demography; Virus; Biology; Archaeology; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001189156,0.0001030824,0.0001775249,0.0001867173,0.0001223149,0.00003256921,0.00004581847,0.00005843493,0.000002287705],"category_scores_gemma":[0.0002294228,0.00005727099,0.00003447285,0.0003536012,0.00008251768,0.0001506109,0.00002514723,0.0001867623,0.000001412555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001078277,"about_ca_system_score_gemma":0.0001067701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000903119,"about_ca_topic_score_gemma":0.03342555,"domain_scores_codex":[0.9989778,0.0001778674,0.0003952738,0.0001540819,0.0001472617,0.00014773],"domain_scores_gemma":[0.9994373,0.00018901,0.0001303796,0.0001482262,0.00006127403,0.00003383291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003528421,0.0007705914,0.985275,0.0001377721,0.00003414794,6.60913e-7,0.006360016,0.001897327,0.001718355,0.001064458,0.0009550916,0.001751326],"study_design_scores_gemma":[0.001691457,0.0004437508,0.9852859,0.0004286821,0.0000584489,0.00002162414,0.0005220065,0.002693197,0.002556665,0.0008085758,0.005368109,0.0001215278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933833,0.000357024,0.0003732368,0.003850047,0.0000979801,0.001738191,0.000002954363,0.000008672693,0.0001885853],"genre_scores_gemma":[0.998821,0.00002478914,0.0001821772,0.000102637,0.00003631254,0.0007568481,0.000006300198,0.000008526305,0.00006141722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03252243,"threshold_uncertainty_score":0.9842119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05220991659691598,"score_gpt":0.3124550094331593,"score_spread":0.2602450928362433,"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."}}