{"id":"W4281556614","doi":"10.1016/s1473-3099(22)00175-x","title":"Real-world trends in incidence of bacterial sexually transmissible infections among gay and bisexual men using HIV pre-exposure prophylaxis (PrEP) in Australia following nationwide PrEP implementation: an analysis of sentinel surveillance data","year":2022,"lang":"en","type":"article","venue":"The Lancet Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"National Health and Medical Research Council; New South Wales Government; NSW Ministry of Health; Department of Health and Aged Care, Australian Government; Gilead Sciences; GlaxoSmithKline","keywords":"Medicine; Incidence (geometry); Demography; Chlamydia; Pre-exposure prophylaxis; Men who have sex with men; Syphilis; Gonorrhea; Context (archaeology); Human immunodeficiency virus (HIV); Population; Gynecology; Environmental health; Immunology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009380872,0.0001443479,0.0005480784,0.001129107,0.0001672802,0.00004274111,0.0002462887,0.00002853945,0.0009312242],"category_scores_gemma":[0.0001512564,0.0001274211,0.0001263463,0.002747288,0.0001116027,0.0004568409,0.0001899316,0.0002160762,1.785696e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001270793,"about_ca_system_score_gemma":0.0001604257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02131315,"about_ca_topic_score_gemma":0.06300239,"domain_scores_codex":[0.9976624,0.0006414793,0.0006212676,0.0003699845,0.0004266487,0.0002781776],"domain_scores_gemma":[0.9988037,0.0001423051,0.0002333507,0.0006266491,0.0000890549,0.0001049944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002399342,0.0006350782,0.9903208,0.0001141006,0.0004870607,0.00001045796,0.0009671567,0.002836329,0.002937336,0.0000234378,0.0002332466,0.001195066],"study_design_scores_gemma":[0.001858876,0.0007646639,0.9826197,0.00004527487,0.0004169997,0.000004260455,0.0005114806,0.01354391,0.00006456683,0.0000330941,0.00002627429,0.000110876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977921,0.00006309744,0.00008109432,0.00006967883,0.00003596619,0.000437725,0.001235775,0.00003762055,0.0002468883],"genre_scores_gemma":[0.9974517,0.00002493073,0.00003852462,0.000005654051,0.0000729007,0.0000956704,0.001850345,0.00001436289,0.0004458753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04168924,"threshold_uncertainty_score":0.9999821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06707849408727028,"score_gpt":0.4206517367382543,"score_spread":0.3535732426509841,"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."}}