{"id":"W3020999709","doi":"10.1136/sextrans-2019-sti.831","title":"P773 Increased detection rates of primary syphilis by PCR in a provincial laboratory","year":2019,"lang":"en","type":"article","venue":"Poster presentations","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health","funders":"","keywords":"Syphilis; Medicine; Multiplex; Treponematosis; TaqMan; Virology; Internal medicine; Immunology; Polymerase chain reaction; Biology; Gene; Sexually transmitted disease; Bioinformatics; Human immunodeficiency virus (HIV); Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.00008626736,0.00009644387,0.000214471,0.0001456522,0.00002251956,0.000011748,0.0000420338,0.00005568401,0.0001591263],"category_scores_gemma":[0.00006266699,0.00008539575,0.00005216957,0.0002478099,0.0000316283,0.0001448795,0.00002574946,0.00007696076,0.00005060629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008705664,"about_ca_system_score_gemma":0.0001183439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001254008,"about_ca_topic_score_gemma":0.0003814088,"domain_scores_codex":[0.9991854,0.00007003147,0.0002471498,0.0001857215,0.0001847845,0.0001269018],"domain_scores_gemma":[0.9994098,0.000139473,0.00007647135,0.0002040964,0.0001091414,0.0000610093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001503262,0.0007392447,0.9240928,0.0001084514,0.00005877079,0.00000709369,0.0005530025,0.000002047902,0.0719754,0.00001700191,0.0009050901,0.001390781],"study_design_scores_gemma":[0.002640234,0.0002656402,0.857269,0.00005611595,0.00006887459,0.000004743828,0.0001721145,0.00003539886,0.1389176,0.00002725887,0.0004676433,0.00007535436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951951,0.000307417,0.000008402124,0.0005212651,0.00008273873,0.0009835621,0.0001229558,0.00002330967,0.002755287],"genre_scores_gemma":[0.9990374,0.00002094871,0.00005832762,0.0002830151,0.00003992326,0.0001654058,0.0001899498,0.00001473811,0.0001903088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06694221,"threshold_uncertainty_score":0.3482338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535710127259254,"score_gpt":0.282710191199637,"score_spread":0.2673530899270445,"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."}}