{"id":"W4403758029","doi":"10.1101/2024.10.24.24315872","title":"The global burden of chikungunya virus and the potential benefit of vaccines","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Chikungunya; Virology; Virus; Medicine","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":[0.001120472,0.0005472197,0.0005497864,0.0003849467,0.0001413952,0.001484921,0.0001666242,0.0004020149,0.007101558],"category_scores_gemma":[0.003283689,0.0001141524,0.0003719424,0.0006503093,0.0004269128,0.00153217,0.000763381,0.0006042742,0.0005843894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005012127,"about_ca_system_score_gemma":0.0005543766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001641291,"about_ca_topic_score_gemma":0.001363003,"domain_scores_codex":[0.9996092,0.0002234934,0.00001295514,0.00005114138,0.00005503638,0.00004821344],"domain_scores_gemma":[0.9992099,0.0004504837,0.0001580296,0.00005226996,0.00006389424,0.00006548341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001514285,0.0003254438,0.3681819,0.002691007,0.001799235,0.0009670374,0.0006288547,0.08882269,0.01084001,0.05984565,0.02840669,0.4359772],"study_design_scores_gemma":[0.0003287518,0.0019561,0.5400473,0.002876069,0.001259985,0.002821038,0.004667234,0.07057041,0.008615585,0.23421,0.1325151,0.0001323846],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7749511,0.08141556,0.01639953,0.03853861,0.001021437,0.00009007438,0.004556992,0.000272433,0.08275422],"genre_scores_gemma":[0.9774981,0.01508061,0.003461077,0.0008296324,0.0003260912,0.0000225775,0.0006528593,0.00003007839,0.002098967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007101558,"threshold_uncertainty_score":0.0237571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005884679888584692,"score_gpt":0.2578047452032986,"score_spread":0.2519200653147139,"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."}}