{"id":"W4384560274","doi":"10.2196/46489","title":"Evaluation of Mpox Knowledge, Stigma, and Willingness to Vaccinate for Mpox: Cross-Sectional Web-Based Survey Among Sexual and Gender Minorities","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Cross-sectional study; Public health; Medicine; Demography; Stigma (botany); Social stigma; Family medicine; Gerontology; Psychology; Psychiatry; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009768981,0.0001602742,0.0003319677,0.0002453212,0.0004273318,0.00007293551,0.0001030254,0.0002131838,0.00004032229],"category_scores_gemma":[0.001347373,0.0001486793,0.00002517601,0.0003016212,0.0002368469,0.0001241422,0.00008131686,0.0001837428,0.00001058742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005551,"about_ca_system_score_gemma":0.001265525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005909852,"about_ca_topic_score_gemma":0.003704223,"domain_scores_codex":[0.997322,0.001052361,0.0003764156,0.0004318528,0.0001681927,0.0006491714],"domain_scores_gemma":[0.9976295,0.0009205071,0.000107799,0.0001614698,0.0009440868,0.0002366426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002085829,0.00004766357,0.970457,0.0003766457,0.00004735213,2.192616e-7,0.0004269033,0.000007334204,0.0004265355,0.00005220724,0.003021435,0.02492815],"study_design_scores_gemma":[0.00252147,0.0002898566,0.9874237,0.000005020221,0.000001054728,0.000004161417,0.0001077646,0.001421183,0.00002167604,0.00007083901,0.00798995,0.0001432936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929009,0.004664077,0.0001108908,0.0002925584,0.0002954433,0.0008883484,0.0006927188,0.00005527502,0.00009979808],"genre_scores_gemma":[0.9982307,0.0001810763,0.00001624253,0.0001199643,0.00004456027,0.0002619923,0.0005345396,0.00001498052,0.0005959356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02478486,"threshold_uncertainty_score":0.6062967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292406791951483,"score_gpt":0.4038297281599315,"score_spread":0.2745890489647832,"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."}}