{"id":"W4399391840","doi":"10.15585/mmwr.mm7322a1","title":"Mpox Surveillance Based on Rash Characteristics — 13 Emergency Departments, United States, June–December 2023","year":2024,"lang":"en","type":"article","venue":"MMWR Morbidity and Mortality Weekly Report","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Vanderbilt University; York University; Gordon and Betty Moore Foundation; National Institute of Allergy and Infectious Diseases; Pfizer; National Institutes of Health; National Science Foundation","keywords":"Medicine; Rash; Men who have sex with men; Outbreak; Demography; Pediatrics; Family medicine; Human immunodeficiency virus (HIV); Internal medicine; Virology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0006740379,0.0003111351,0.0001643421,0.0009876527,0.0005349128,0.0005831086,0.0004056209,0.0003003697,0.00178617],"category_scores_gemma":[0.001101335,0.0002645136,0.0002537025,0.0008944725,0.0001544096,0.0003529487,0.0006827286,0.0004194295,0.0006003221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002205,"about_ca_system_score_gemma":0.0009185287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03224476,"about_ca_topic_score_gemma":0.05696188,"domain_scores_codex":[0.9995084,0.00008877102,0.00008365424,0.00009383316,0.0001258343,0.0000995357],"domain_scores_gemma":[0.9986926,0.00006982029,0.0005415546,0.00003870698,0.000338746,0.0003186111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009878915,0.00007302861,0.9897088,0.00003553283,0.00001722032,0.0001456891,0.00009502933,0.0000795867,0.0005168339,0.00002109851,0.004410347,0.00479805],"study_design_scores_gemma":[0.00001107323,0.00006339954,0.9968521,0.0000404484,0.000007616457,0.0002726532,0.000321046,0.0002494785,0.0003145503,0.00001331187,0.001850544,0.00000369219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679313,0.001501126,0.0006881097,0.0008202899,0.00006776634,0.0003596481,0.01803944,0.0001374433,0.01045482],"genre_scores_gemma":[0.9822758,0.001110184,0.001093397,0.0006824316,0.00009100598,0.0002047395,0.01254314,0.00001845321,0.001980826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03224476,"threshold_uncertainty_score":0.06411415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03395562770443501,"score_gpt":0.3139172867800911,"score_spread":0.2799616590756561,"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."}}