{"id":"W1481941477","doi":"10.1371/journal.pone.0128370","title":"Evaluating HIV Prevention Programs: Herpes Simplex Virus Type 2 Antibodies as Biomarker for Sexual Risk Behavior in Young Adults in Resource-Poor Countries","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"William and Flora Hewlett Foundation","keywords":"Serostatus; Chlamydia trachomatis; Trichomonas vaginalis; Medicine; Chlamydia; Trichomoniasis; Herpes simplex virus; Gonorrhea; Neisseria gonorrhoeae; Immunology; Condom; Internal medicine; Gynecology; Biology; Viral load; Syphilis; Human immunodeficiency virus (HIV); Virus","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":[0.006002856,0.0004289391,0.0006229856,0.0008265483,0.000718952,0.0006382667,0.0004888324,0.000533437,0.001072106],"category_scores_gemma":[0.009032068,0.0004115073,0.0005117143,0.0008694986,0.0003299325,0.0005875124,0.0008497487,0.0005625297,0.0001329094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007382664,"about_ca_system_score_gemma":0.00223044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01538766,"about_ca_topic_score_gemma":0.0224608,"domain_scores_codex":[0.9975128,0.00169447,0.0001746733,0.00009569429,0.0002811298,0.0002412638],"domain_scores_gemma":[0.9970508,0.0009036679,0.0008495831,0.00006023599,0.0003310788,0.0008045441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003916218,0.001044067,0.9857738,0.0003277834,0.0001436304,0.00004043805,0.0007103502,0.0001501844,0.0001310549,0.00001443483,0.0001620164,0.01111054],"study_design_scores_gemma":[0.0001659498,0.005231593,0.9915038,0.0002273508,0.0001579477,0.00005677021,0.001656868,0.0004817375,0.0002160117,0.00003772338,0.000257369,0.000006940487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981509,0.0006022778,0.00009065577,0.00009253906,0.000007355533,0.0004940646,0.0002071426,0.000004014962,0.0003509639],"genre_scores_gemma":[0.9984516,0.0004776984,0.0004482795,0.00005720341,0.000007397473,0.0003167448,0.000142399,5.440027e-7,0.00009809247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01538766,"threshold_uncertainty_score":0.03174651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1430471008906794,"score_gpt":0.383787056922139,"score_spread":0.2407399560314596,"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."}}