{"id":"W4400004923","doi":"10.1128/spectrum.00600-24","title":"A case for implementing an HSV1/2, VZV, and syphilis lesion panel in Manitoba, Canada","year":2024,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba; Manitoba Health","funders":"Canadian Institutes of Health Research","keywords":"Syphilis; Medicine; Treponema; Mucocutaneous zone; Public health; Lesion; Serology; Incidence (geometry); Internal medicine; Immunology; Virology; Surgery; Pathology; Disease; Antibody; Human immunodeficiency virus (HIV)","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":[0.004511279,0.0005879253,0.000356451,0.001136348,0.01335326,0.004242864,0.00381207,0.004082794,0.003478244],"category_scores_gemma":[0.01217049,0.0007103582,0.0006685207,0.001303996,0.003548851,0.00125172,0.002586837,0.006405685,0.0004476413],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05268101,"about_ca_system_score_gemma":0.2079753,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9804191,"about_ca_topic_score_gemma":0.9925771,"domain_scores_codex":[0.9907793,0.00160089,0.0006072494,0.0008483615,0.003441454,0.002722796],"domain_scores_gemma":[0.9756032,0.001907028,0.001133812,0.0006878481,0.01065057,0.01001748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003117733,0.001365416,0.4955978,0.0008735135,0.0001590092,0.04818356,0.01926718,0.001854748,0.01684343,0.008305401,0.1842152,0.223023],"study_design_scores_gemma":[0.0002211754,0.001452563,0.4232402,0.003218279,0.0002999866,0.02995887,0.05195481,0.007497455,0.006876156,0.003830768,0.4708706,0.00057913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3360369,0.01115139,0.01082667,0.5664473,0.006366105,0.002169312,0.0007572585,0.0008456914,0.06539942],"genre_scores_gemma":[0.7459148,0.005345433,0.04111655,0.1882121,0.0008796623,0.0002821511,0.0003919399,0.0002630891,0.01759442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.947319,"threshold_uncertainty_score":0.3822293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05815882302211586,"score_gpt":0.2881427588380875,"score_spread":0.2299839358159716,"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."}}