{"id":"W4252867461","doi":"10.21203/rs.3.rs-52929/v1","title":"HIV Prevalence Trends and Disparities by Gender and Urban-rural Residence Among Adolescents in Sub-saharan Africa","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Bill and Melinda Gates Foundation","keywords":"Residence; Human immunodeficiency virus (HIV); Geography; Environmental health; Demography; Medicine; Socioeconomics; Sociology; Virology","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":[0.0003114494,0.0001972638,0.0001899207,0.001274676,0.0004834929,0.0006357494,0.0003078191,0.0002698584,0.002297013],"category_scores_gemma":[0.001273003,0.0002301858,0.0002274813,0.002044308,0.0002790249,0.0007890945,0.0006092184,0.0003759644,0.0002688812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000411472,"about_ca_system_score_gemma":0.0005896413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04269276,"about_ca_topic_score_gemma":0.0593021,"domain_scores_codex":[0.999752,0.00005383698,0.0000245372,0.00003604644,0.00002402639,0.0001094709],"domain_scores_gemma":[0.9997063,0.00005500815,0.0001102007,0.000008355059,0.00004548408,0.00007447387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005382214,0.0000378285,0.993966,0.00003002466,0.00002377455,0.00009029575,0.001723187,0.00002937852,0.0001168262,0.00009894338,0.0003281916,0.003501636],"study_design_scores_gemma":[0.000003900662,0.00003770216,0.9927013,0.00004269538,0.00001571985,0.00009536212,0.006453576,0.00005594962,0.00003447377,0.00005088313,0.0005055338,0.000002825505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981457,0.0003165306,0.00002012167,0.0001012501,0.000004820715,0.000006150161,0.0008799052,0.000001587191,0.000523862],"genre_scores_gemma":[0.9988812,0.0004173947,0.00003108877,0.0000295569,0.000004997487,0.00001232021,0.0003134978,0.0000014467,0.0003085647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04269276,"threshold_uncertainty_score":0.08488852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2072192117402789,"score_gpt":0.4758713868802886,"score_spread":0.2686521751400097,"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."}}