{"id":"W4408671948","doi":"10.1101/2025.03.14.25323956","title":"Yellow fever virus resurgence in São Paulo State, Brazil, 2024-2025","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"State (computer science); Yellow fever; Geography; Political science; Humanities; Virology; Virus; Art; Medicine; Computer science","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":[0.0002727874,0.0001929874,0.0001005809,0.0008079369,0.0004650373,0.000525652,0.0001542145,0.0003945126,0.001853978],"category_scores_gemma":[0.0007382797,0.0001514258,0.0002462056,0.0005975848,0.0002638575,0.0002428165,0.000408671,0.0002774645,0.0002623916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054315,"about_ca_system_score_gemma":0.001358276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09245821,"about_ca_topic_score_gemma":0.09284623,"domain_scores_codex":[0.9998727,0.00001693472,0.000009791646,0.00002707281,0.00003718658,0.00003632286],"domain_scores_gemma":[0.999648,0.00003444242,0.0001265771,0.00001375749,0.0001030873,0.00007421685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002414472,0.00006281173,0.9527543,0.0002333521,0.00007738068,0.002279062,0.002591651,0.0003232129,0.01518059,0.0004839511,0.002544696,0.02322766],"study_design_scores_gemma":[0.0000085826,0.00009140405,0.986977,0.00007256767,0.00002859819,0.0008409428,0.002239319,0.0003070484,0.001175754,0.00008827911,0.008160833,0.000009582172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920288,0.001342375,0.0001853868,0.0005856249,0.00003457661,0.00003217072,0.001708408,0.00002217529,0.004060545],"genre_scores_gemma":[0.9966723,0.0005693486,0.0001780254,0.00011428,0.00001244651,0.00001549924,0.001342664,0.000003396889,0.00109205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09245821,"threshold_uncertainty_score":0.1838401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722205906211451,"score_gpt":0.3135771276013281,"score_spread":0.2963550685392136,"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."}}