{"id":"W4385330716","doi":"10.1097/qad.0000000000003676","title":"Bacterial sexually transmitted infections are concentrated in subpopulations of men who have sex with men using HIV pre-exposure prophylaxis","year":2023,"lang":"en","type":"article","venue":"AIDS","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"ZonMw","keywords":"Medicine; Gonorrhea; Incidence (geometry); Demography; Chlamydia; Syphilis; Men who have sex with men; Interquartile range; Condom; Population; Cumulative incidence; Pre-exposure prophylaxis; Human immunodeficiency virus (HIV); Casual; Young adult; Immunology; Cohort; Internal medicine; Environmental health","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":[0.0005693877,0.0001899522,0.0003208059,0.0006060511,0.0006397609,0.0006446535,0.0003168904,0.0003273037,0.002693115],"category_scores_gemma":[0.002678146,0.0002681429,0.0004980628,0.0007470552,0.0002757036,0.0006559157,0.0008946848,0.0004079692,0.0003505713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002423969,"about_ca_system_score_gemma":0.0004256188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009692279,"about_ca_topic_score_gemma":0.0115651,"domain_scores_codex":[0.9996564,0.00008772151,0.00002666349,0.000107251,0.00006004001,0.00006178976],"domain_scores_gemma":[0.9991437,0.0001389984,0.0004389503,0.00009206964,0.00008787852,0.00009835895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007966484,0.00003809398,0.9949592,0.000019544,0.00005553382,0.00002929898,0.000303975,0.0001245616,0.0003452163,0.00004066279,0.0001044627,0.0038997],"study_design_scores_gemma":[0.000004476884,0.00007539526,0.9986004,0.0000133198,0.00001495656,0.00009238291,0.0004783189,0.000377326,0.00005387743,0.0001043084,0.0001818391,0.000003287547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988686,0.0001807401,0.0002461498,0.00006288169,0.000002484198,0.00001882962,0.0002674758,0.000007082392,0.0003456741],"genre_scores_gemma":[0.9993688,0.0001028593,0.0001118958,0.00001730634,0.000003026799,0.00001007828,0.0002845805,0.000001403936,0.0001000558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009692279,"threshold_uncertainty_score":0.01927173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0202758584103111,"score_gpt":0.2893747389673684,"score_spread":0.2690988805570573,"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."}}