{"id":"W3009224061","doi":"10.2196/17107","title":"Rates and Correlates of HIV Incidence in Namibia’s Zambezi Region From 2014 to 2016: Sentinel, Community-Based Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; U.S. President’s Emergency Plan for AIDS Relief","keywords":"Medicine; Incidence (geometry); Demography; Cohort; Population; Poisson regression; Seroconversion; Cohort study; Public health; Human immunodeficiency virus (HIV); Environmental health; Immunology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008815776,0.0004496104,0.0002882753,0.0008992429,0.001118638,0.0005998519,0.0005989781,0.0002821473,0.0009844013],"category_scores_gemma":[0.001449601,0.000484022,0.0003683534,0.001228573,0.0002688394,0.0005084959,0.000894585,0.000496013,0.000236234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160109,"about_ca_system_score_gemma":0.001033661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08480786,"about_ca_topic_score_gemma":0.1438421,"domain_scores_codex":[0.9996766,0.00008712998,0.00003715217,0.00006636811,0.00005093762,0.00008181647],"domain_scores_gemma":[0.9995609,0.00002392872,0.0002037933,0.00005325563,0.00008635285,0.00007170718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000562493,0.00003761339,0.9970157,0.00002153873,0.00004323573,0.000070719,0.0007752826,0.00001862104,0.0001872719,0.00002076337,0.0003949933,0.001358002],"study_design_scores_gemma":[0.000008626599,0.00004697455,0.9973615,0.00002592109,0.00002863413,0.0001483696,0.001619602,0.0001099857,0.00006139234,0.00001208352,0.0005723403,0.000004520236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967756,0.0001221617,0.00009575525,0.0000557393,0.00000512525,0.00009200117,0.0025667,0.000005154573,0.0002816771],"genre_scores_gemma":[0.9957491,0.0002413163,0.0005108272,0.00007295706,0.000008560377,0.0003036884,0.002791499,0.000003718818,0.0003183216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08480786,"threshold_uncertainty_score":0.1686285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05211580228016155,"score_gpt":0.3631614525736572,"score_spread":0.3110456502934956,"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."}}