{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001718413,0.0002057893,0.0003435767,0.001024589,0.0002491779,0.0009350156,0.0005408649,0.000654289,0.0005941857],"category_scores_gemma":[0.004694108,0.000394428,0.0007817564,0.002030326,0.0003250839,0.001062021,0.0008510331,0.0007389146,0.0001840274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008776096,"about_ca_system_score_gemma":0.0007448324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06772066,"about_ca_topic_score_gemma":0.08218902,"domain_scores_codex":[0.9986369,0.000401686,0.0002455605,0.0002943903,0.0002241717,0.0001972594],"domain_scores_gemma":[0.9962034,0.0005590454,0.001992868,0.0002341215,0.0006549364,0.0003556835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008334019,0.00002913093,0.9980187,0.00002784349,0.0001288553,0.0000256862,0.0001658365,0.0001457657,0.0001060764,0.00002621905,0.0002022566,0.00104029],"study_design_scores_gemma":[0.000002377764,0.00004032475,0.9991711,0.000007434486,0.00001849875,0.00004509117,0.0001804946,0.0003914896,0.00002175314,0.000008156671,0.0001102396,0.000003029165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968803,0.0001883025,0.00006417598,0.00007459931,0.000005595236,0.000008646663,0.00258975,0.000003994866,0.0001846173],"genre_scores_gemma":[0.9961635,0.0001588498,0.0001591022,0.00003600529,0.000005980206,0.00001435375,0.003319441,0.000001689256,0.0001411243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06772066,"threshold_uncertainty_score":0.134653,"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."}}