{"id":"W3017532516","doi":"10.1002/jia2.25504","title":"Lessons learned from HIV can inform our approach to COVID‐19 stigma","year":2020,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Stigma (botany); 2019-20 coronavirus outbreak; Human immunodeficiency virus (HIV); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Pandemic; Family medicine; Psychiatry; Infectious disease (medical specialty); Pathology; Outbreak; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004231138,0.0001134318,0.0002414643,0.00005499932,0.000129438,0.00008247541,0.0007246573,0.00006563599,0.0002736773],"category_scores_gemma":[0.001646878,0.00007325048,0.0008639763,0.0002395415,0.00004389462,0.000144484,0.0002501897,0.0006678628,0.00004822521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003372303,"about_ca_system_score_gemma":0.0005605404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001482683,"about_ca_topic_score_gemma":0.00001493687,"domain_scores_codex":[0.998115,0.0000480657,0.000451318,0.0001431324,0.001057345,0.0001851413],"domain_scores_gemma":[0.9984796,0.00006524957,0.0002290545,0.0001591475,0.0004276328,0.0006393101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000304534,0.0002674068,0.008996494,0.00003848208,0.001104119,0.00001238762,0.005175123,0.0004429773,0.006949943,0.001053368,0.9694121,0.006243055],"study_design_scores_gemma":[0.006515678,0.002511697,0.01292145,0.0004189127,0.0003010811,0.0003238312,0.03002401,0.01987695,0.003942293,0.002797232,0.9200194,0.0003474395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1558812,0.0001083537,0.02570156,0.8037353,0.0003418701,0.0002949694,0.0004020361,0.00002863994,0.01350602],"genre_scores_gemma":[0.950906,0.00009535866,0.01083645,0.01879111,0.001502986,0.000007736947,0.00003857084,0.00001983931,0.01780193],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7950248,"threshold_uncertainty_score":0.2996575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1315526416140613,"score_gpt":0.3914089727345652,"score_spread":0.2598563311205039,"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."}}