{"id":"W4386387860","doi":"10.1007/s11908-023-00812-w","title":"Mpox in 2023: Current Epidemiology and Management","year":2023,"lang":"en","type":"article","venue":"Current Infectious Disease Reports","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Outbreak; Epidemiology; Preparedness; Monkeypox; Transmission (telecommunications); Public health; Vaccination; Global health; Medicine; Infectious disease (medical specialty); Environmental health; Disease; Virology; Biology; Political science; Pathology","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":[],"category_scores_codex":[0.001270731,0.0002229038,0.0003659112,0.000509963,0.0001520829,0.00001458968,0.00009101255,0.0001146585,0.000233963],"category_scores_gemma":[0.0008117829,0.0002038753,0.0001222025,0.000475836,0.000147461,0.00008237303,0.0003205721,0.0005036754,0.001124133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421378,"about_ca_system_score_gemma":0.00009400085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009104958,"about_ca_topic_score_gemma":0.00003432306,"domain_scores_codex":[0.9974615,0.0003820138,0.0005710591,0.0006168517,0.00007852703,0.0008900792],"domain_scores_gemma":[0.9988952,0.0002635843,0.0001798365,0.0004156566,0.0000499435,0.0001957767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006605394,0.0003245414,0.7974914,0.0003971033,0.0001100325,0.0007274693,0.00003687214,0.00003591225,0.0001136747,0.001073904,0.05174911,0.1478739],"study_design_scores_gemma":[0.0006612596,0.00002992687,0.4658572,0.0001329983,0.00004554366,0.0001049913,0.00001054301,0.00002221106,0.0000319843,0.006171223,0.5267025,0.0002295717],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9048929,0.08346856,0.00006071732,0.0004073143,0.006442478,0.0009793194,0.00005627577,0.0004235722,0.003268909],"genre_scores_gemma":[0.9636344,0.03421848,0.000001612709,0.00005357728,0.00008310276,0.000353526,0.0003435597,0.00002054166,0.001291185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4749534,"threshold_uncertainty_score":0.9996536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04076848728031097,"score_gpt":0.3471926482320372,"score_spread":0.3064241609517262,"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."}}