{"id":"W6901814547","doi":"10.60692/ve3c9-b1k90","title":"Mapping age- and sex-specific HIV prevalence in adults in sub-Saharan Africa, 2000–2018","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Waterloo; University of Saskatchewan","funders":"","keywords":"Seroprevalence; Epidemiology; Public health; Human immunodeficiency virus (HIV); Disease burden; Young adult; Age groups; Disease; Prevalence","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":[0.0008271367,0.0003819928,0.0002759834,0.001821884,0.0003254765,0.0005157991,0.0003578693,0.0001929457,0.0007466463],"category_scores_gemma":[0.003232677,0.0001802271,0.0004296794,0.002827305,0.0002099399,0.0005108478,0.0008831961,0.0002461437,0.0002709445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004042764,"about_ca_system_score_gemma":0.0006152416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05084744,"about_ca_topic_score_gemma":0.04136463,"domain_scores_codex":[0.9996002,0.0001385986,0.00005126877,0.00009857868,0.00005099351,0.00006041197],"domain_scores_gemma":[0.9992821,0.0001399231,0.0002733666,0.00005960092,0.0001822294,0.0000628435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007702909,0.0000247802,0.9773405,0.0001106958,0.00008796008,0.0001139456,0.001421285,0.001158942,0.0003418652,0.0001992003,0.001633071,0.01749077],"study_design_scores_gemma":[0.00001031029,0.000031517,0.9916676,0.00007344132,0.0000437302,0.0001688423,0.002017426,0.002149716,0.0001917446,0.0001993871,0.003436858,0.000009370039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830614,0.0007062361,0.00135417,0.0001835173,0.00001321884,0.00005001887,0.01346233,0.00005015788,0.001118995],"genre_scores_gemma":[0.9899911,0.0006658459,0.002801603,0.00003820917,0.00001477213,0.0001310055,0.006118408,0.000009045525,0.0002301541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05084744,"threshold_uncertainty_score":0.1011029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03910686927060798,"score_gpt":0.2442851815450773,"score_spread":0.2051783122744693,"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."}}