{"id":"W2314366910","doi":"10.1097/olq.0000000000000205","title":"Deriving and Validating A Risk Estimation Tool for Screening Asymptomatic Chlamydia and Gonorrhea","year":2014,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Gonorrhea; Medicine; Chlamydia; Asymptomatic; Estimation; Neisseria gonorrhoeae; Gynecology; Obstetrics; Virology; Internal medicine; Immunology; Human immunodeficiency virus (HIV); Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03016362,0.001116875,0.0007472852,0.003237759,0.0007095484,0.002187487,0.001408802,0.001308802,0.0008545748],"category_scores_gemma":[0.1087367,0.0004239306,0.00102225,0.001522878,0.0005610379,0.001001647,0.001422998,0.001111065,0.0004112102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00172453,"about_ca_system_score_gemma":0.004607938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01311842,"about_ca_topic_score_gemma":0.01012063,"domain_scores_codex":[0.9875866,0.006020236,0.001566367,0.001257458,0.003187283,0.0003820226],"domain_scores_gemma":[0.9446864,0.03550925,0.006121993,0.002954843,0.01018605,0.0005414314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001970147,0.0004086528,0.8174819,0.000144858,0.0002894028,0.0001179046,0.0004312358,0.04175314,0.001395555,0.001043323,0.001574187,0.1351628],"study_design_scores_gemma":[0.0001268736,0.0007626899,0.2621644,0.0004050299,0.0003385805,0.0008354904,0.0005250529,0.7201483,0.007761606,0.003604525,0.003212933,0.0001147113],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6357127,0.0004842119,0.3566141,0.0007534536,0.00005998606,0.00128981,0.001202344,0.001132648,0.002750641],"genre_scores_gemma":[0.7456744,0.0001407158,0.2521384,0.0001360564,0.00002101238,0.0003702501,0.001228608,0.00004236423,0.0002482726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03016362,"threshold_uncertainty_score":0.1595224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076379571799841,"score_gpt":0.2705234723842175,"score_spread":0.2597596766662191,"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."}}