{"id":"W4395661756","doi":"10.1371/journal.pone.0301850","title":"Spatial distribution and determinants of HIV high burden in the Southern African sub-region","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Universiteit Stellenbosch; National Research Foundation","keywords":"Human immunodeficiency virus (HIV); Distribution (mathematics); Geography; Spatial distribution; Environmental health; Demography; Medicine; Virology; Remote sensing; Mathematics; Sociology","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":[0.0006444812,0.0001981867,0.0001837021,0.001462596,0.0005451203,0.0005375094,0.0002129403,0.0001347999,0.001370924],"category_scores_gemma":[0.002823998,0.0001657563,0.0001867546,0.002283053,0.0005396812,0.0004278824,0.0007462266,0.0001738033,0.00007587922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005289027,"about_ca_system_score_gemma":0.0007109722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04518454,"about_ca_topic_score_gemma":0.04294106,"domain_scores_codex":[0.9996589,0.0001557585,0.00002375566,0.00004012128,0.00004094071,0.00008047865],"domain_scores_gemma":[0.9990927,0.0002147579,0.0004631813,0.00004271719,0.0001139773,0.00007262282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003386071,0.00000957851,0.9925282,0.0000587578,0.00004511183,0.0001624848,0.001397429,0.0003074575,0.0003719202,0.0002244761,0.0001336663,0.004727006],"study_design_scores_gemma":[0.000002564285,0.00001645039,0.996662,0.00004189136,0.00001595515,0.0001434657,0.002253744,0.0003645455,0.00003836125,0.000126726,0.0003311404,0.000003177171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989127,0.0003623943,0.0001134125,0.00008066013,0.000001503918,0.0000126807,0.000153065,0.000001853235,0.0003616724],"genre_scores_gemma":[0.9995193,0.0002257483,0.0001380646,0.000005556229,0.000001792725,0.000007811388,0.00006767291,4.586298e-7,0.00003350295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04518454,"threshold_uncertainty_score":0.08984309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1131781917113845,"score_gpt":0.3577863137611766,"score_spread":0.244608122049792,"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."}}