{"id":"W2143423355","doi":"10.1136/sti.78.suppl_1.i64","title":"The value of mass screening for chlamydia control in high prevalence communities","year":2002,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Université Laval; Héma-Québec; Nunavik Regional Board of Health and Social Services","funders":"","keywords":"Medicine; Chlamydia trachomatis; Incidence (geometry); Context (archaeology); Epidemiology; Chlamydial infection; Chlamydia; Homogeneous; Population; Chlamydiales; Gonorrhea; Chlamydiaceae; Demography; Family planning; Environmental health; Gynecology; Immunology; Internal medicine; Research methodology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008077848,0.0001660869,0.0002576709,0.0002742279,0.0007349333,0.00002645871,0.0003006571,0.0001828285,0.0003616452],"category_scores_gemma":[0.0002727794,0.000135446,0.0001137449,0.0004660025,0.0006382986,0.0001796634,0.00001616995,0.0006500129,0.00004379342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004550654,"about_ca_system_score_gemma":0.00004146567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009085739,"about_ca_topic_score_gemma":0.0004642527,"domain_scores_codex":[0.998226,0.0006181812,0.0004429436,0.0002170833,0.00006171793,0.0004340756],"domain_scores_gemma":[0.996606,0.00249008,0.0001003215,0.0005109512,0.0002741879,0.00001843813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008237683,0.003865748,0.3851009,0.000610589,0.002610619,0.000003061109,0.008112737,0.01393371,0.4579297,0.05761418,0.002651104,0.0667439],"study_design_scores_gemma":[0.01866974,0.004141278,0.8464584,0.0003700665,0.0004802653,0.000188941,0.005037518,0.005368816,0.04079792,0.008017362,0.06923299,0.001236733],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8870823,0.00320773,0.1032208,0.001417957,0.0008138049,0.001945216,0.0002266902,0.0001578048,0.001927694],"genre_scores_gemma":[0.9971448,0.0005112387,0.0001758302,0.00004267498,0.00003318116,0.0004687165,0.00002525526,0.00002313768,0.001575211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4613575,"threshold_uncertainty_score":0.5652587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02652856571155131,"score_gpt":0.2793830517762477,"score_spread":0.2528544860646964,"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."}}