{"id":"W2066708713","doi":"10.1097/olq.0b013e318244b79c","title":"Stable Chlamydia Prevalence Does Not Exclude Increasing Burden of Disease","year":2011,"lang":"en","type":"letter","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control","funders":"","keywords":"Chlamydia; Medicine; Population; Sexually transmitted disease; Disease; Demography; Disease burden; Gynecology; Family medicine; Pediatrics; Environmental health; Internal medicine; Immunology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004358979,0.0007702904,0.0009778857,0.0006677874,0.000312658,0.00005613598,0.001105729,0.0009565885,0.005437802],"category_scores_gemma":[0.0008758802,0.0006185365,0.0004485336,0.0004092341,0.001316264,0.0003852173,0.0001519738,0.002256538,0.0004646076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001131563,"about_ca_system_score_gemma":0.0009762427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001785437,"about_ca_topic_score_gemma":0.00001027504,"domain_scores_codex":[0.9946892,0.001502276,0.0008764783,0.001467396,0.0003365749,0.001128103],"domain_scores_gemma":[0.9960126,0.001092535,0.0003932568,0.001772081,0.0005782899,0.0001512245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01307061,0.004676984,0.06527262,0.0252989,0.008523363,0.001217489,0.003493157,0.00008021259,0.2992962,0.0003347538,0.5621479,0.01658776],"study_design_scores_gemma":[0.004655054,0.001046728,0.2594869,0.002172093,0.005530098,0.0001091845,0.0003775931,0.000006813194,0.06200488,0.002343451,0.6585913,0.003675985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8357832,0.04099397,0.0004388687,0.08662618,0.004142291,0.005240659,0.02188007,0.001234054,0.003660713],"genre_scores_gemma":[0.9223212,0.002463643,0.0001453878,0.02370804,0.002499386,0.000637028,0.004950667,0.0003749,0.04289974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2372914,"threshold_uncertainty_score":0.9996266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02246721337455875,"score_gpt":0.2713840056015107,"score_spread":0.248916792226952,"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."}}