{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001600857,0.0002704413,0.0004300097,0.0007839003,0.0007106132,0.0006670051,0.0005319706,0.0004057582,0.0005579014],"category_scores_gemma":[0.004782175,0.0005621776,0.0005952181,0.001203502,0.0004959189,0.0008145052,0.00102348,0.0007552839,0.0001847199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002742,"about_ca_system_score_gemma":0.001427273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1171888,"about_ca_topic_score_gemma":0.1207775,"domain_scores_codex":[0.9986645,0.0003731431,0.0001951748,0.0002497455,0.0003037749,0.0002136571],"domain_scores_gemma":[0.9969376,0.000346717,0.001491026,0.000188954,0.0005460164,0.0004897537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002273336,0.00002047471,0.9987457,0.00002072924,0.00002591892,0.00003838174,0.0004270526,0.00001079135,0.0000754053,0.000006140779,0.0000814091,0.0005251825],"study_design_scores_gemma":[0.000001736517,0.00005876471,0.9991508,0.0000182117,0.00001372764,0.00009109914,0.0004429222,0.00006993412,0.00001665642,0.000004787769,0.00012949,0.000001859082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989335,0.0002361416,0.00005609625,0.00005210427,0.000004176134,0.00002224615,0.0004743184,0.000002119783,0.0002193852],"genre_scores_gemma":[0.999149,0.0001702533,0.00009469345,0.00004543294,0.000004376389,0.00002822543,0.000388658,0.000001425949,0.0001178698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1171888,"threshold_uncertainty_score":0.2330134,"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."}}