{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004560621,0.0002251639,0.0002316195,0.0007067898,0.001427673,0.0008131879,0.0004382486,0.0005439262,0.002283433],"category_scores_gemma":[0.001421233,0.0003227551,0.0003090473,0.0005734256,0.0004203596,0.0004557006,0.0007638977,0.0008921479,0.0001241007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085508,"about_ca_system_score_gemma":0.001186268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1283369,"about_ca_topic_score_gemma":0.160046,"domain_scores_codex":[0.9995943,0.00008019824,0.00002208198,0.00007070993,0.00009147981,0.0001413297],"domain_scores_gemma":[0.9988052,0.00008361197,0.0005288117,0.00003483285,0.0001662905,0.0003813271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007313864,0.0001714038,0.9942911,0.00001943276,0.00002953823,0.0001007556,0.001262154,0.00004734401,0.0001149848,0.00001638814,0.0007141524,0.003159643],"study_design_scores_gemma":[0.000005387401,0.00007959196,0.9974734,0.00001460928,0.000009224692,0.00006788011,0.001920773,0.00007417372,0.00001630294,0.000007289597,0.0003286343,0.00000269861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987286,0.0001528504,0.00001807176,0.0001915766,0.000009769452,0.00003113167,0.0002104567,0.000004911569,0.0006526993],"genre_scores_gemma":[0.9992238,0.00009717725,0.00004839733,0.00007293763,0.00001516041,0.00002040882,0.0002469942,0.00000125567,0.0002738232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1283369,"threshold_uncertainty_score":0.2551798,"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."}}