{"id":"W7135209622","doi":"10.5376/jmr.2024.14.0027","title":"Development of Antiviral Drugs for Mosquito-Borne Viral Infections","year":2024,"lang":"","type":"article","venue":"Journal of Mosquito Research","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antiviral drug; Dengue virus; Drug development; Dengue fever; Virus; Drug discovery; Drug","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":[0.0005297968,0.0003380484,0.0004745536,0.0006392465,0.0002380223,0.0006574287,0.000317189,0.0004608668,0.002980625],"category_scores_gemma":[0.0003312398,0.000155111,0.0004413964,0.0002032428,0.0002715885,0.0006436966,0.0004232423,0.0006991979,0.0006611122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004334403,"about_ca_system_score_gemma":0.0006132787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003980427,"about_ca_topic_score_gemma":0.001039848,"domain_scores_codex":[0.9998255,0.00005344921,0.0000139458,0.00002241784,0.0000559822,0.00002871396],"domain_scores_gemma":[0.9998986,0.00002023574,0.00002287375,0.000008167095,0.00002956196,0.00002057402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000536106,0.0007815121,0.002160724,0.002740419,0.0001462162,0.000758689,0.0001700121,0.004721606,0.3482951,0.02093939,0.007685709,0.6110644],"study_design_scores_gemma":[0.0006152238,0.00993509,0.008258998,0.001351456,0.0003734509,0.004228506,0.0002943225,0.008562195,0.3559681,0.006268843,0.6040607,0.00008317843],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3453916,0.5424206,0.03527838,0.007873431,0.001554831,0.001026574,0.001210697,0.0003753858,0.06486847],"genre_scores_gemma":[0.6798511,0.2692018,0.03231811,0.002067754,0.0003373129,0.0003595345,0.0007249371,0.00003445359,0.01510506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002980625,"threshold_uncertainty_score":0.009971142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06176210719069481,"score_gpt":0.4272067770177962,"score_spread":0.3654446698271014,"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."}}