{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005668144,0.0004056803,0.0004709842,0.00258376,0.0009039858,0.001015182,0.0004036829,0.001086374,0.003423729],"category_scores_gemma":[0.003580187,0.0002261099,0.0002099339,0.0008476821,0.0007659887,0.0008712233,0.0006343621,0.0008809214,0.0004610294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000611402,"about_ca_system_score_gemma":0.0006236691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283344,"about_ca_topic_score_gemma":0.001485386,"domain_scores_codex":[0.9995029,0.00012435,0.0000863308,0.00002836081,0.0001261162,0.0001319028],"domain_scores_gemma":[0.9990072,0.0003888318,0.0002660335,0.00003132174,0.0001112839,0.000195448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001292051,0.0004885416,0.3161664,0.000474932,0.00003739015,0.6003741,0.0004574853,0.0003183059,0.005646011,0.002521313,0.002773841,0.06944959],"study_design_scores_gemma":[0.00008577015,0.0004807562,0.158243,0.0001803037,0.00004406673,0.8321316,0.0007185527,0.00118832,0.002459495,0.001902098,0.002548464,0.00001759036],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9096568,0.02874456,0.001982159,0.004123519,0.0003638616,0.0001106655,0.0001736457,0.0001002317,0.0547446],"genre_scores_gemma":[0.9957238,0.001946119,0.0005089433,0.000291761,0.0005467046,0.000008238728,0.00003917955,0.000005158005,0.0009299794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003423729,"threshold_uncertainty_score":0.01145351,"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."}}