{"id":"W4409804249","doi":"10.1089/apc.2025.0026","title":"<i>Letter:</i> Real-World Impact of Point-of-Care Testing for Syphilis and HIV in Non-Acute Care and Community Settings During a Syphilis Outbreak in Alberta, Canada","year":2025,"lang":"en","type":"letter","venue":"AIDS Patient Care and STDs","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Indigenous Peoples' Health; University of Calgary; University of Alberta; Alberta Health Services","funders":"","keywords":"Medicine; Syphilis; Human immunodeficiency virus (HIV); Outbreak; Point-of-care testing; Family medicine; Gerontology; Virology; Immunology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001019275,0.0005636234,0.001423304,0.0005569262,0.0001609632,0.00002731874,0.0001253459,0.0003202794,0.000003482944],"category_scores_gemma":[0.0002153784,0.0004888401,0.0001871391,0.0004026724,0.0001156296,0.00008339822,0.0002414691,0.0009706529,4.464744e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007877733,"about_ca_system_score_gemma":0.0004665375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.76485,"about_ca_topic_score_gemma":0.6015483,"domain_scores_codex":[0.9976985,0.0001619085,0.000806678,0.0005374794,0.0003127791,0.0004826138],"domain_scores_gemma":[0.9971073,0.001480844,0.0003474327,0.0005498699,0.0003934341,0.0001211117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001905056,0.00008730404,0.9196255,0.01006143,0.000390313,0.000249206,0.02324267,0.000006119817,0.00002435571,0.000001228849,0.01992228,0.02619913],"study_design_scores_gemma":[0.02457759,0.08431014,0.7739032,0.04992381,0.004578174,0.0001448503,0.04516787,0.00007465799,0.003357452,0.00004662169,0.01118293,0.002732721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891708,0.002142178,1.930247e-7,0.003399118,0.00009292927,0.001652152,0.002396178,0.00001102043,0.001135397],"genre_scores_gemma":[0.9832098,0.000236692,0.0001991453,0.0138857,0.0001142408,0.0002355658,0.002030373,0.00005358517,0.00003486196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1633016,"threshold_uncertainty_score":0.9997563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009957761017209703,"score_gpt":0.2591640525729617,"score_spread":0.249206291555752,"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."}}