{"id":"W3024760583","doi":"10.1177/0956462420915395","title":"Partner notification and treatment outcomes among South African adolescents and young adults diagnosed with a sexually transmitted infection via laboratory-based screening","year":2020,"lang":"en","type":"article","venue":"International Journal of STD & AIDS","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Fogarty International Center; National Institute of Allergy and Infectious Diseases; African Academy of Sciences; Canadian Institutes of Health Research; New Partnership for Africa's Development; Canada Research Chairs; Wellcome Trust; National Institute of Mental Health; Wellcome","keywords":"Medicine; Partner notification; Chlamydia trachomatis; Contact tracing; Mycoplasma genitalium; Chlamydia; Gonorrhea; Young adult; Family medicine; Trichomonas vaginalis; Gynecology; Obstetrics; Syphilis; Internal medicine; Immunology; Human immunodeficiency virus (HIV); Disease; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002040689,0.0001513067,0.0002224944,0.0002428939,0.00009209292,0.00005699993,0.00009927876,0.00007641501,0.00003332232],"category_scores_gemma":[0.0001541052,0.0001111696,0.00005308522,0.0001676605,0.000185581,0.0002808823,0.00001611326,0.0002691986,0.000005849163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007704498,"about_ca_system_score_gemma":0.00007941432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003145978,"about_ca_topic_score_gemma":0.0001144025,"domain_scores_codex":[0.9989874,0.0001721066,0.0003149528,0.0002369547,0.0001493488,0.0001392137],"domain_scores_gemma":[0.9988514,0.00008658699,0.0002649383,0.00008610278,0.0006482739,0.00006267562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00133857,0.0002499066,0.9621595,0.00001067571,0.0005835282,0.0000277995,0.002221666,0.0001364808,0.01218237,0.000009606074,0.000009116758,0.02107075],"study_design_scores_gemma":[0.004502004,0.001556168,0.9866903,0.00008986039,0.00007573404,0.00005134073,0.0003712977,0.0001276062,0.006092492,0.000004201422,0.0003243884,0.0001145606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880215,0.0001082314,0.0107693,0.0006261787,0.0001942217,0.0002095615,0.00003070968,0.00002267678,0.00001765291],"genre_scores_gemma":[0.999414,0.0000405036,0.0003206921,0.00006929477,0.00007877104,0.00001543086,0.00002067738,0.00001496275,0.00002562272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02453081,"threshold_uncertainty_score":0.4533366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765296697256437,"score_gpt":0.2760549325610465,"score_spread":0.2584019655884821,"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."}}