{"id":"W2056877403","doi":"10.1371/journal.pmed.1001471","title":"Bigotry and Oppressive Laws in Africa Drive HIV in Men Who Have Sex with Men","year":2013,"lang":"en","type":"letter","venue":"PLoS Medicine","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Human immunodeficiency virus (HIV); Men who have sex with men; Medicine; Law; Demography; Political science; Criminology; Virology; Sociology; Syphilis","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006488246,0.0005546207,0.001478221,0.0005340559,0.0002396715,0.000004993055,0.0002877112,0.001039025,0.0005442346],"category_scores_gemma":[0.0002935752,0.000332907,0.00001916777,0.0002868022,0.0004762117,0.0001212341,0.0002347784,0.006019757,0.0001324169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003464804,"about_ca_system_score_gemma":0.0003594252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0015697,"about_ca_topic_score_gemma":0.0001859169,"domain_scores_codex":[0.9949272,0.001093055,0.0009527869,0.00114043,0.0007073574,0.001179157],"domain_scores_gemma":[0.9975806,0.0006856099,0.0005905193,0.000698634,0.0001979849,0.000246643],"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":[0.00009037881,0.0001114945,0.056003,0.00246842,0.00006173061,0.0003750078,0.02841586,8.166409e-7,0.00004601061,0.00001504088,0.9122403,0.0001719333],"study_design_scores_gemma":[0.01096759,0.001148251,0.08558229,0.02683342,0.0002302776,0.00002652869,0.05508168,0.001012846,0.00002433993,0.0008945163,0.8168747,0.001323564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007760505,0.001665994,0.00001678701,0.855871,0.0001721215,0.004428393,0.00004747173,0.00007580402,0.1299619],"genre_scores_gemma":[0.01028434,0.001700253,0.0001629257,0.4580629,0.01834387,0.001786716,0.0006339368,0.0003190387,0.508706],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3978081,"threshold_uncertainty_score":0.9999123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08534276647868788,"score_gpt":0.3667582861281067,"score_spread":0.2814155196494189,"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."}}