{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002302785,0.0003213361,0.0003010179,0.00134349,0.001205859,0.002056872,0.001062481,0.0005484053,0.00909052],"category_scores_gemma":[0.01230925,0.0004313302,0.0005862112,0.0017819,0.0009436529,0.000496938,0.0009230118,0.001268253,0.002139708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009316638,"about_ca_system_score_gemma":0.01090807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5306283,"about_ca_topic_score_gemma":0.438457,"domain_scores_codex":[0.9950799,0.0008579256,0.0002048558,0.0006037867,0.002357832,0.000895664],"domain_scores_gemma":[0.9904165,0.001673366,0.002063464,0.0005255716,0.003852421,0.001468638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005100541,0.0002716055,0.9159299,0.0001985286,0.0000621469,0.001780579,0.001498307,0.0006180881,0.008692851,0.0005282068,0.0121655,0.0577442],"study_design_scores_gemma":[0.00005852172,0.0006281247,0.972095,0.000130404,0.00006499708,0.003658046,0.002797043,0.003762132,0.006118111,0.0003130237,0.01031435,0.00006022137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588108,0.0011109,0.002782581,0.003349741,0.0002111316,0.0001947319,0.00300284,0.001153798,0.02938358],"genre_scores_gemma":[0.9939224,0.0002966251,0.001499868,0.0005820474,0.00004413937,0.00002200698,0.0005444393,0.00009379195,0.002994552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5306283,"threshold_uncertainty_score":0.9442719,"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."}}