{"id":"W4402518508","doi":"10.1097/olq.0000000000002078","title":"Group Sex and Behavior Change Associated With the 2022 Mpox Outbreak Among Men Who Have Sex With Men in Southern California","year":2024,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Men who have sex with men; Demography; Medicine; Demographics; Anal sex; Outbreak; Sex partners; Gerontology; Human immunodeficiency virus (HIV); Condom; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003267933,0.0003796339,0.0004009759,0.0001954632,0.0002603875,0.000119077,0.0003030632,0.0002394745,0.0003370201],"category_scores_gemma":[0.00002350472,0.0002226473,0.00005986547,0.0003248212,0.0006823086,0.0001766011,0.00006291531,0.000638276,0.00007473901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006768746,"about_ca_system_score_gemma":0.0001396095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003446921,"about_ca_topic_score_gemma":0.00762962,"domain_scores_codex":[0.9977004,0.0004679261,0.0002458554,0.0006143182,0.000199005,0.0007724904],"domain_scores_gemma":[0.999147,0.0003052508,0.00005428456,0.0003060013,0.00004947311,0.0001380148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002065491,0.001569344,0.8829561,0.0002978342,0.002487028,0.001386656,0.02504271,0.000005574672,0.01091185,0.0001125924,0.01005709,0.06310776],"study_design_scores_gemma":[0.007988766,0.001803931,0.942752,0.0005521576,0.001575333,0.00008532284,0.03167135,0.0007245746,0.0007970012,0.000128275,0.01058149,0.001339814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816498,0.01012508,0.00006087682,0.0005461839,0.00002414363,0.001468424,0.004692389,0.000229242,0.00120391],"genre_scores_gemma":[0.9861951,0.0001335226,0.000002383302,0.0002183898,0.0000456491,0.0009763596,0.0009147562,0.00007223481,0.01144153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06176795,"threshold_uncertainty_score":0.9079295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119883882190498,"score_gpt":0.2384721928448334,"score_spread":0.2272733540229284,"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."}}