{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000351402,0.0001667745,0.0003258331,0.0004364065,0.0001891285,0.00001971401,0.0001240493,0.000218656,0.0002999492],"category_scores_gemma":[0.0001500542,0.0001464597,0.00004308573,0.001194121,0.0002880993,0.0002049173,0.00003692419,0.0003979405,0.00004722967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002113,"about_ca_system_score_gemma":0.000208014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001292441,"about_ca_topic_score_gemma":0.0002915834,"domain_scores_codex":[0.998365,0.000449194,0.0003554544,0.0003847809,0.00007438957,0.0003711637],"domain_scores_gemma":[0.9991126,0.0001494664,0.0001183288,0.000358949,0.0002360674,0.00002457085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001886057,0.0002357103,0.6077222,0.00003204454,0.0002135474,0.000005291553,0.001293235,0.001614859,0.3877555,0.00004900851,0.0003035252,0.0005865057],"study_design_scores_gemma":[0.00211717,0.001306995,0.9128822,0.00005666667,0.00004655357,0.0000399832,0.001520429,0.0004327987,0.08077198,0.00004604972,0.0005666238,0.0002125376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970205,0.00004991931,0.0003157625,0.00008071093,0.00007474135,0.0007582249,0.0001056651,0.000110956,0.001483505],"genre_scores_gemma":[0.9946237,0.00001283219,0.00003936333,0.000002704992,0.00003529739,0.00007327743,0.0002672613,0.0000268216,0.004918792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3069836,"threshold_uncertainty_score":0.5972453,"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."}}