{"id":"W2014445841","doi":"10.1128/jcm.01343-07","title":"Prevalence of <i>Chlamydia trachomatis</i> Infection among Low- and High-Risk Filipino Women and Performance of <i>Chlamydia</i> Rapid Tests in Resource-Limited Settings","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Manitoba; University of Cambridge; Wellcome Trust","keywords":"Chlamydia trachomatis; Chlamydia; Medicine; Asymptomatic; Gynecology; Gold standard (test); Hygiene; Obstetrics and gynaecology; Predictive value; Internal medicine; Obstetrics; Biology; Immunology; Pregnancy; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008253711,0.0002239383,0.001031688,0.00056846,0.00008592182,0.000007694998,0.0002245308,0.0006844153,0.0001090797],"category_scores_gemma":[0.003850553,0.0001864643,0.0001490231,0.0003831186,0.001731261,0.0002531906,0.000136591,0.001700138,0.000006667455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006223917,"about_ca_system_score_gemma":0.0001166706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007663839,"about_ca_topic_score_gemma":0.0000312109,"domain_scores_codex":[0.99536,0.001215627,0.002475514,0.0004062111,0.00005119378,0.0004914634],"domain_scores_gemma":[0.9936405,0.003541949,0.001989193,0.0003148075,0.0004340757,0.00007945575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001213627,0.0004353471,0.7401876,0.0002794623,0.00015996,0.000003994079,0.0003401565,0.00001422312,0.2323475,0.000004844264,0.0001850483,0.0248282],"study_design_scores_gemma":[0.0027735,0.001962746,0.9383917,0.0002825248,0.00005341223,0.000520241,0.00007514333,0.000003372255,0.05494482,0.00004653095,0.0008019243,0.0001440311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971737,0.00182547,0.00003684471,0.00006646659,0.0004510063,0.0003160463,0.00004095748,0.00001127741,0.00007821205],"genre_scores_gemma":[0.9948125,0.004628526,0.0002482158,0.00005906499,0.0001025327,0.000004737993,0.000006863932,0.00001724423,0.0001202537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1982041,"threshold_uncertainty_score":0.7603793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324363247214489,"score_gpt":0.2982351216653269,"score_spread":0.284991489193182,"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."}}