{"id":"W4410457964","doi":"10.1016/j.ophtha.2025.04.016","title":"Paucisymptomatic Disc Edema in Secondary Syphilis","year":2025,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Trillium Health Centre; University of Toronto","funders":"","keywords":"Medicine; Syphilis; Secondary syphilis; Edema; Dermatology; Ophthalmology; Virology; Surgery; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001244438,0.0001438804,0.0004080582,0.0002334533,0.00003450432,0.000007571322,0.00007834799,0.0001313325,0.001712686],"category_scores_gemma":[0.0001074848,0.0001160721,0.00008999486,0.000270415,0.00007146733,0.00003562047,0.00006125817,0.0001445543,0.0001387417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001124155,"about_ca_system_score_gemma":0.000122402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001263644,"about_ca_topic_score_gemma":0.00001546485,"domain_scores_codex":[0.9990157,0.00005977105,0.0002842928,0.0002965423,0.00008313364,0.0002605554],"domain_scores_gemma":[0.9993186,0.0002059285,0.00003750297,0.0003488848,0.00002514096,0.00006394507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007592784,0.001008604,0.9786761,0.0001561501,0.000149382,0.002764114,0.0001574083,0.000001699912,0.0001720085,0.002701101,0.002574901,0.0115626],"study_design_scores_gemma":[0.002075176,0.0002942681,0.9901959,0.0001934208,0.00007173439,0.001454606,0.00008760958,0.00002749095,0.000660344,0.003682226,0.001166545,0.00009071113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8638296,0.001133373,0.000002555584,0.004234822,0.0002611389,0.0003344156,0.000005065151,0.0000270241,0.130172],"genre_scores_gemma":[0.9958543,0.0000312634,0.0001813329,0.0006214629,0.00004040059,0.0001655753,0.00003132252,0.00001162711,0.003062728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1320247,"threshold_uncertainty_score":0.9991999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748135203219275,"score_gpt":0.3239078806332296,"score_spread":0.3064265286010369,"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."}}