{"id":"W2111960191","doi":"10.1136/sti.2007.028126","title":"Risk behaviour, healthcare access and prevalence of infection with Chlamydia trachomatis and Neisseria gonorrhoeae in a population-based sample of adults in Barbados","year":2008,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Chlamydia trachomatis; Medicine; Neisseria gonorrhoeae; Chlamydia; Gonorrhea; Demography; Logistic regression; Asymptomatic; Population; Urine; Condom; Gynecology; Genitourinary system; Public health; Sexually transmitted disease; Prevalence; Internal medicine; Obstetrics; Epidemiology; Immunology; Syphilis; Environmental health; Human immunodeficiency virus (HIV); Biology; Microbiology","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":[0.0003652759,0.0001958163,0.0003647146,0.0008227738,0.0001901717,0.000009955773,0.00007763007,0.0002236597,0.00008326559],"category_scores_gemma":[0.0002771539,0.000189471,0.00003913376,0.001017303,0.0003269709,0.0004058818,0.00001793181,0.0005650118,0.000001178591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007109022,"about_ca_system_score_gemma":0.0001804627,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08105236,"about_ca_topic_score_gemma":0.030542,"domain_scores_codex":[0.9981771,0.0005092028,0.0005491675,0.0004467934,0.00004450079,0.0002732159],"domain_scores_gemma":[0.9987491,0.0005172652,0.0002064157,0.0002854279,0.0002043784,0.00003738993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002860904,0.0008271193,0.9907586,0.0004191232,0.00004555994,7.330986e-7,0.001025764,0.0008382393,0.002755604,0.00004763928,0.000001228021,0.002994288],"study_design_scores_gemma":[0.002269217,0.0007357785,0.9942149,0.0001781995,0.00003925948,0.00007992099,0.00004931715,0.0001196922,0.002058815,0.00008747559,0.000007217604,0.000160192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996641,0.0005041407,0.001513576,0.00006052126,0.00008475075,0.0009420843,0.0001809886,0.00004592417,0.00002697504],"genre_scores_gemma":[0.9987432,0.0007789796,0.000189371,0.000006990836,0.000006811601,0.0001628484,0.0000787596,0.00002056318,0.00001252181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05051036,"threshold_uncertainty_score":0.9871481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01542604814170061,"score_gpt":0.2900699705417112,"score_spread":0.2746439224000106,"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."}}