{"id":"W4403276731","doi":"10.1136/sextrans-2023-056067","title":"HIV epidemic among key populations in Nigeria: results of the integrated biological and behavioural surveillance survey (IBBSS), 2020–2021","year":2024,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Bundesministerium für Gesundheit","keywords":"Medicine; Condom; Demography; Men who have sex with men; Human immunodeficiency virus (HIV); Syringe; Environmental health; Cross-sectional study; Confidentiality; Syphilis; Family medicine; Psychiatry","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":[0.0008899154,0.0002532846,0.0001872819,0.0006538529,0.0003833135,0.0004665653,0.0002419833,0.0003150408,0.0009130007],"category_scores_gemma":[0.001262298,0.0002117218,0.0002054836,0.000811881,0.000144733,0.0005288593,0.0005827695,0.0004318169,0.0002299941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004704144,"about_ca_system_score_gemma":0.0006729618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02751493,"about_ca_topic_score_gemma":0.05742366,"domain_scores_codex":[0.9997779,0.00005762595,0.00003940387,0.0000284759,0.00005105911,0.00004559083],"domain_scores_gemma":[0.9996439,0.0000442386,0.0001235406,0.0000102659,0.0001022632,0.00007575579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007533744,0.000051274,0.9937055,0.00008731698,0.00001635237,0.00008877715,0.000613817,0.00006891017,0.0002541695,0.00002363356,0.0005972963,0.004417633],"study_design_scores_gemma":[0.000004107909,0.00005873435,0.9974334,0.00008464266,0.00001314082,0.0001470547,0.001497579,0.0001057261,0.00008272655,0.00001824833,0.00055167,0.000002938824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891744,0.001397781,0.0001241229,0.000214851,0.00002721129,0.000130932,0.007243754,0.000006818477,0.001680143],"genre_scores_gemma":[0.9923856,0.001547566,0.0003498468,0.0001273699,0.00001602031,0.0001373691,0.004681512,0.000002162294,0.000752476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02751493,"threshold_uncertainty_score":0.05470955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06341308157052228,"score_gpt":0.3353948666709067,"score_spread":0.2719817851003845,"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."}}