{"id":"W4312889846","doi":"10.2139/ssrn.4289474","title":"Sensitivity and Specificity of Two Investigational Point of Care Tests for Syphilis and HIV (PoSH Study) for the Diagnosis and Treatment of Infectious Syphilis in Canada: A Cross Sectional Study","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Provincial Laboratory of Public Health; University of Toronto; Alberta Health Services; University of Alberta","funders":"","keywords":"Syphilis; Point-of-care testing; Medicine; Human immunodeficiency virus (HIV); Cross-sectional study; Family medicine; Virology; Immunology; Pathology","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":[0.0009550657,0.0001689783,0.0004791579,0.0001339308,0.0002624262,0.00001204443,0.0000375167,0.00002162527,0.000005599582],"category_scores_gemma":[0.0001390127,0.0001240309,0.00008300391,0.0001517007,0.0001085246,0.0000486684,0.00004722762,0.0002375667,7.481189e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002088534,"about_ca_system_score_gemma":0.002416096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1926458,"about_ca_topic_score_gemma":0.8667624,"domain_scores_codex":[0.9983523,0.0001489756,0.0004774642,0.000259846,0.0003375365,0.0004238594],"domain_scores_gemma":[0.9980827,0.001202033,0.0002738376,0.0001321929,0.0002372633,0.00007199789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004527343,0.001996784,0.9896445,0.00004229086,0.0007271399,0.000008108394,0.003180478,0.0003345528,0.00005301031,0.0004477899,0.00000586385,0.003106706],"study_design_scores_gemma":[0.01008161,0.00975998,0.9567389,0.00002099874,0.000378232,0.0002906515,0.02091804,0.0001430507,0.0003303714,0.001237856,0.00001463667,0.00008562887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927775,0.004063448,0.00001388365,0.0003426914,0.00005540877,0.002430065,0.0003110565,0.000002904943,0.000002989494],"genre_scores_gemma":[0.9985099,0.000831006,0.00002104266,0.00001694632,0.00006524399,0.0005196633,0.00001514153,0.0000148229,0.000006226656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6741166,"threshold_uncertainty_score":0.8127304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837970143906354,"score_gpt":0.3012552449329564,"score_spread":0.2728755434938928,"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."}}