{"id":"W3110595041","doi":"10.1097/qai.0000000000002580","title":"Quantifying the Evolving Contribution of HIV Interventions and Key Populations to the HIV Epidemic in Yaoundé, Cameroon","year":2020,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"European and Developing Countries Clinical Trials Partnership; Medical Research Council; National Institutes of Health; Department for International Development; National Institute of Allergy and Infectious Diseases; National Health and Medical Research Council; European Commission; University of Bristol; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit; World Health Organization","keywords":"Condom; Medicine; Demography; Psychological intervention; Men who have sex with men; Transmission (telecommunications); Human immunodeficiency virus (HIV); Population; Treatment as prevention; Environmental health; Antiretroviral therapy; Immunology; Viral load; Syphilis; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008211895,0.0007311016,0.0002836256,0.001103429,0.0004509008,0.001050863,0.0006375278,0.0006535586,0.001311267],"category_scores_gemma":[0.01494674,0.0003020436,0.0004699221,0.001302233,0.0007046483,0.001534607,0.001410737,0.0008850895,0.00005903923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003828326,"about_ca_system_score_gemma":0.003181613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08635878,"about_ca_topic_score_gemma":0.05439937,"domain_scores_codex":[0.9979966,0.001445228,0.00005975927,0.0001562017,0.00006729682,0.0002748266],"domain_scores_gemma":[0.995743,0.002743287,0.0008541804,0.000128188,0.0003386722,0.0001926651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001827169,0.0000655332,0.887485,0.0001435605,0.0002596128,0.0002498321,0.0004983034,0.08743901,0.000451807,0.003210017,0.000479365,0.01953537],"study_design_scores_gemma":[0.00005323578,0.000422558,0.6247384,0.0003871787,0.0004540863,0.0003247608,0.002297177,0.3608845,0.001035116,0.006790906,0.002544151,0.0000679244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895788,0.0008707009,0.006491285,0.0009624957,0.0000128913,0.0001012283,0.001216849,0.00001743513,0.0007484349],"genre_scores_gemma":[0.9964045,0.000377684,0.00257489,0.00008325063,0.000004901944,0.00006555601,0.0003700833,0.00000291403,0.0001162919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08635878,"threshold_uncertainty_score":0.1717122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09079163783004854,"score_gpt":0.370572860461986,"score_spread":0.2797812226319375,"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."}}