{"id":"W4310729168","doi":"10.1002/jia2.26042","title":"What can we learn from HIV, COVID‐19 and mpox stigma to guide stigma‐informed pandemic preparedness?","year":2022,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"United Nations University Institute for Water, Environment, and Health; Women's College Hospital; University of Toronto","funders":"","keywords":"Stigma (botany); Pandemic; Syphilis; Medicine; Social distance; Blame; Refugee; Preparedness; Criminology; Social stigma; Disease; Infectious disease (medical specialty); Psychiatry; Coronavirus disease 2019 (COVID-19); Political science; Psychology; Human immunodeficiency virus (HIV); Family medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02156471,0.001213312,0.002227532,0.003357175,0.008503701,0.01561754,0.004043011,0.01047435,0.01465742],"category_scores_gemma":[0.06220187,0.0007109718,0.001528062,0.001903117,0.01672147,0.02505894,0.01174436,0.02282394,0.003065298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01076197,"about_ca_system_score_gemma":0.03030114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02294486,"about_ca_topic_score_gemma":0.06216858,"domain_scores_codex":[0.9902216,0.006884786,0.0002508587,0.0005270323,0.001093494,0.001022312],"domain_scores_gemma":[0.9619943,0.02740646,0.001409685,0.001023278,0.00366882,0.004497481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000139982,0.0003545759,0.00640574,0.006728265,0.0002206822,0.001086479,0.07098059,0.000838392,0.0002032214,0.1488019,0.3083525,0.4558876],"study_design_scores_gemma":[0.00006697908,0.0001223848,0.002489953,0.02334154,0.0001902489,0.0005680716,0.09696557,0.001157013,0.0002579295,0.5433297,0.3313612,0.0001493338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004228355,0.1091456,0.005598964,0.86,0.004378619,0.0001271286,0.0002065022,0.0001280746,0.01618667],"genre_scores_gemma":[0.2561695,0.3689278,0.02540272,0.327842,0.01155349,0.001080184,0.0005794778,0.0002698175,0.008175058],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02294486,"threshold_uncertainty_score":0.1140465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03474382162082233,"score_gpt":0.33078841246665,"score_spread":0.2960445908458277,"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."}}