{"id":"W4399008595","doi":"10.1101/2024.05.24.24307902","title":"The Syphilis Point of Care Rapid Testing and Immediate Treatment Evaluation (SPRITE) Study","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; Leeds, Grenville & Lanark District Health Unit; Thunder Bay Regional Health Sciences Centre; Ottawa Public Health; Kingston Health Sciences Centre; Public Health Ontario; University of Ottawa; Queen's University","funders":"","keywords":"Sprite (computer graphics); Point-of-care testing; Syphilis; Point of care; Medicine; Computer science; Virology; Nursing; Artificial intelligence; Pathology; Human immunodeficiency virus (HIV)","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":[0.002214971,0.0004904058,0.0005339363,0.0003473957,0.002143413,0.0009014751,0.001487702,0.0005867567,0.002431366],"category_scores_gemma":[0.002755846,0.0004470439,0.0007034654,0.001584022,0.0007912363,0.0004557349,0.00137792,0.0008232069,0.0003795614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01290529,"about_ca_system_score_gemma":0.02158464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8391024,"about_ca_topic_score_gemma":0.8988801,"domain_scores_codex":[0.9971904,0.0007256467,0.0001526866,0.0004328109,0.0007625555,0.0007358695],"domain_scores_gemma":[0.9980859,0.0001426698,0.0005538634,0.0001262825,0.0005120607,0.0005792881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001727128,0.0006546399,0.9749787,0.0004066512,0.0002629552,0.0001355876,0.001431489,0.0001233414,0.0003036943,0.0003231604,0.00853157,0.01112104],"study_design_scores_gemma":[0.0008421059,0.0006423335,0.9913833,0.000175043,0.0002068619,0.0000760607,0.001154093,0.0002379901,0.0001035563,0.0000820464,0.005077654,0.00001907324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573734,0.001701955,0.0005044428,0.001573793,0.00006061882,0.003700987,0.02224235,0.00002723657,0.01281517],"genre_scores_gemma":[0.9893216,0.0005753617,0.0006455254,0.0007166087,0.00003567679,0.001992612,0.004527217,0.000005723347,0.002179669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8391024,"threshold_uncertainty_score":0.3236902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06667709254967637,"score_gpt":0.3477927575525119,"score_spread":0.2811156650028355,"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."}}