{"id":"W4391935071","doi":"10.1071/sh23178","title":"Chlamydia retesting remains low among young women in Australia: an observational study using sentinel surveillance data, 2018–2022","year":2024,"lang":"en","type":"article","venue":"Sexual Health","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Health and Medical Research Council; NSW Ministry of Health; Deakin University; Department of Health, Government of Western Australia; Burnet Institute; University of New South Wales; Menzies School of Health Research","keywords":"Chlamydia; Medicine; Demography; Genital warts; Logistic regression; Odds; Gonorrhea; Pandemic; Epidemiology; Coronavirus disease 2019 (COVID-19); Gynecology; Internal medicine; Syphilis; Disease; Infectious disease (medical specialty); Immunology; Human immunodeficiency virus (HIV)","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":[0.005910615,0.0001901609,0.0003330281,0.0003289149,0.0003589388,0.00007405867,0.0003584465,0.0001293108,0.0002386949],"category_scores_gemma":[0.0006779112,0.0001917473,0.00001629768,0.000921415,0.0001729386,0.0006237237,0.0002395574,0.0009856781,0.000117391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008779916,"about_ca_system_score_gemma":0.0008859827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0138988,"about_ca_topic_score_gemma":0.007455407,"domain_scores_codex":[0.9962351,0.001188109,0.0005543294,0.0009853827,0.0001305268,0.0009065969],"domain_scores_gemma":[0.9984762,0.0003169813,0.0001090478,0.0009087824,0.00009739006,0.00009156806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004271322,0.0004963273,0.9832371,0.0001509035,0.00007539813,0.00003453208,0.003506042,0.000177284,0.01049844,0.00004015363,0.0009024352,0.0008387076],"study_design_scores_gemma":[0.0004048361,0.0003055611,0.9942039,0.00004145629,0.000003223822,0.00008320887,0.003341925,0.001049045,0.00002998939,0.0000590083,0.00030337,0.0001745148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970016,0.0005061585,0.00003972697,0.0002287699,0.001127852,0.0007529922,0.0001501273,0.0001420763,0.0000507288],"genre_scores_gemma":[0.9959946,0.00001366992,0.00007594952,0.00003181919,0.0002268783,0.00004475682,0.0006916199,0.00003151693,0.002889139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01096679,"threshold_uncertainty_score":0.9926677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3286958157418164,"score_gpt":0.4610493563622688,"score_spread":0.1323535406204523,"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."}}