{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00164706,0.0005101614,0.000478757,0.0009527071,0.002418226,0.001121278,0.0008079377,0.000683239,0.001703232],"category_scores_gemma":[0.009390908,0.0002189881,0.0002051579,0.0006799404,0.001250808,0.0006720354,0.001236748,0.0005197461,0.0001081054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005411962,"about_ca_system_score_gemma":0.009067051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.428102,"about_ca_topic_score_gemma":0.491952,"domain_scores_codex":[0.9986658,0.0004877993,0.00002797625,0.0001022037,0.0003030415,0.0004132633],"domain_scores_gemma":[0.9957417,0.001303415,0.0005752206,0.0001143912,0.0006108453,0.001654449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001921862,0.002791694,0.5773828,0.0006513533,0.0001215852,0.001093431,0.003060126,0.001671263,0.001252738,0.0009846328,0.004007844,0.4050606],"study_design_scores_gemma":[0.0003384444,0.005379724,0.9762773,0.000468754,0.0002965084,0.0009139174,0.00402006,0.006314618,0.0006309546,0.001198273,0.004118797,0.00004259364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806486,0.004257358,0.0006813557,0.003529715,0.00007240549,0.0004749653,0.0001634845,0.00008887117,0.01008335],"genre_scores_gemma":[0.9974687,0.0009701961,0.0008309952,0.0002191291,0.00004416247,0.00005666394,0.00003913458,0.000001953736,0.0003690611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.428102,"threshold_uncertainty_score":0.8512204,"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."}}