{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002365549,0.001658698,0.00283318,0.004625736,0.0003659485,0.001601823,0.001681941,0.002538194,0.005973389],"category_scores_gemma":[0.003034401,0.0005287852,0.000886635,0.006084626,0.001109082,0.004814861,0.0009363055,0.002961356,0.004191861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158781,"about_ca_system_score_gemma":0.003032841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003254679,"about_ca_topic_score_gemma":0.004153115,"domain_scores_codex":[0.9990788,0.0002334809,0.0001180201,0.00008860821,0.0004200065,0.00006101894],"domain_scores_gemma":[0.9977774,0.001137655,0.0002855782,0.00006428154,0.0006073799,0.0001277382],"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":[0.00006679137,0.00006669488,0.0001392404,0.02013792,0.00006623559,0.0001005263,0.00006869942,0.0001866591,0.0006534815,0.002010958,0.03555842,0.9409444],"study_design_scores_gemma":[0.00003435439,0.0000987401,0.0008532622,0.009191718,0.000105448,0.0009303722,0.0001202972,0.00005823894,0.0002535001,0.002202129,0.9861318,0.00002020544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002246563,0.9990827,0.0000569751,0.0003168716,0.0001224647,0.000002951304,0.000005993877,0.000006341848,0.0003832315],"genre_scores_gemma":[0.0002029747,0.9989857,0.0001974915,0.0001986229,0.00009326143,0.000003796785,0.00001250671,0.000001254218,0.0003044423],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005973389,"threshold_uncertainty_score":0.01998299,"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."}}