{"id":"W2027328166","doi":"10.1136/sti.2006.024265","title":"Rapid tests for sexually transmitted infections (STIs): the way forward","year":2006,"lang":"en","type":"review","venue":"Sexually Transmitted Infections","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":601,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Centre for Infectious Diseases","funders":"","keywords":"Medicine; Congenital syphilis; Syphilis; Sexually transmitted disease; Chlamydia; Reproductive health; Environmental health; Family medicine; Human immunodeficiency virus (HIV); Immunology; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0006278512,0.001636431,0.003297363,0.001024748,0.001371126,0.0002171233,0.000437931,0.00118747,0.0004848862],"category_scores_gemma":[0.0002887993,0.001111761,0.002715788,0.002320608,0.0003889707,0.0002413167,0.00003679069,0.001525403,0.0002073444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000580465,"about_ca_system_score_gemma":0.00142944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004874751,"about_ca_topic_score_gemma":0.001654594,"domain_scores_codex":[0.9940782,0.0004218088,0.002064483,0.001478571,0.0006901721,0.001266753],"domain_scores_gemma":[0.9934396,0.00340312,0.0005475557,0.001575716,0.000561321,0.000472654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003266325,0.005382717,0.000395624,0.008590952,0.004366409,0.00003948234,0.0002628264,0.00002148593,0.000003876418,0.000977691,0.0207573,0.959169],"study_design_scores_gemma":[0.003173366,0.003096163,0.001280689,0.003599283,0.01582474,0.0007560463,0.0000463034,0.00002823847,0.00000692423,0.0002968414,0.9708765,0.001014966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002563205,0.9689779,0.007238123,0.001515369,0.001808845,0.01217,0.001564095,0.001072323,0.005397042],"genre_scores_gemma":[0.001046264,0.9780815,0.000500532,0.0005963612,0.001509162,0.01125177,0.004029402,0.0004555274,0.002529466],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.958154,"threshold_uncertainty_score":0.999929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04438605822085204,"score_gpt":0.3345606619274925,"score_spread":0.2901746037066405,"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."}}