{"id":"W4404732965","doi":"10.1016/j.clinmicnews.2024.11.002","title":"Microbe snapshots: Dengue virus","year":2024,"lang":"en","type":"article","venue":"Clinical Microbiology Newsletter","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Dengue fever; Dengue virus; Virology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003728701,0.0002637927,0.00061028,0.00009548121,0.00005483799,0.00004806286,0.0002006291,0.0004535984,0.003410623],"category_scores_gemma":[0.0001804896,0.0001965405,0.0006744365,0.0001485922,0.0003478547,0.00005061229,0.0001156941,0.0007460028,0.003771398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003949594,"about_ca_system_score_gemma":0.0001352931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001654275,"about_ca_topic_score_gemma":0.00001103164,"domain_scores_codex":[0.9977376,0.0001726996,0.000773734,0.0007761996,0.00004006657,0.0004996419],"domain_scores_gemma":[0.9986241,0.0004484907,0.00005917321,0.000557597,0.00006066732,0.0002499694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002201296,0.0002425112,0.008870106,0.00008828876,0.0003923134,0.000569499,0.00002257165,2.451391e-7,0.3916759,0.00021104,0.5816502,0.01605721],"study_design_scores_gemma":[0.001587617,0.0002877422,0.008442981,0.000150423,0.000445549,0.0004301457,0.00001048229,0.00005367721,0.002183838,0.0001266049,0.986029,0.0002519195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9226068,0.01499716,0.0006925294,0.05444202,0.004034819,0.0006920703,0.0001993308,0.0003760749,0.001959251],"genre_scores_gemma":[0.8284936,0.0002687023,0.0004842869,0.1615983,0.003731532,0.00004865165,0.0003802397,0.00007282545,0.00492193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4043788,"threshold_uncertainty_score":0.9975004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02785711222622343,"score_gpt":0.3637223916134894,"score_spread":0.335865279387266,"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."}}