{"id":"W4408186546","doi":"10.1001/jamaophthalmol.2024.6114","title":"Low-Dose Valacyclovir in Herpes Zoster Ophthalmicus","year":2025,"lang":"en","type":"letter","venue":"JAMA Ophthalmology","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Herpes Zoster Ophthalmicus; Dermatology; Valaciclovir; Optometry; Ophthalmology; Virology; Herpesviridae; Viral disease; 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0002096131,0.0006965793,0.001350595,0.001006079,0.00008829441,0.00005607718,0.0002805948,0.002837287,0.002677859],"category_scores_gemma":[0.0001931322,0.0006182034,0.0004220797,0.0005771665,0.0001860443,0.000114464,0.0002101875,0.002549349,0.0009997945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005005267,"about_ca_system_score_gemma":0.0004696723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007988235,"about_ca_topic_score_gemma":0.000005455417,"domain_scores_codex":[0.9966231,0.0003446592,0.0007709974,0.001022655,0.000319933,0.0009186423],"domain_scores_gemma":[0.9980273,0.0004335538,0.0002070302,0.001075047,0.0001344752,0.0001225586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003233503,0.001203667,0.01937957,0.0008789377,0.0007148448,0.2037702,0.00009954636,0.000003596795,0.00002145145,0.00001816284,0.7391883,0.03439839],"study_design_scores_gemma":[0.0046253,0.0005088954,0.027526,0.0008209756,0.0002994077,0.02266676,0.00001713931,0.00001301201,0.0001787848,0.0004600569,0.9423677,0.0005159643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3640798,0.0005212891,0.000003642269,0.3992462,0.002351127,0.001391416,0.0001340146,0.0001262772,0.2321462],"genre_scores_gemma":[0.3727963,0.0001291537,0.0004707126,0.4789679,0.004237253,0.000683648,0.001280489,0.000206396,0.1412281],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2031794,"threshold_uncertainty_score":0.999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02187861667431219,"score_gpt":0.3128376983501307,"score_spread":0.2909590816758185,"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."}}