{"id":"W4410513261","doi":"10.3899/jrheum.2025-0390.pv247","title":"ADHERENCE TO RETINAL SCREENING GUIDELINES IN LUPUS PATIENTS TREATED WITH HYDROXYCHLOROQUINE - DATA FROM HIGHMARK CLAIMS","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Drug-Induced Ocular Toxicity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydroxychloroquine; Medicine; Systemic lupus erythematosus; Dermatology; Lupus erythematosus; Retinopathy; Retinal; Ophthalmology; Internal medicine; Coronavirus disease 2019 (COVID-19); Immunology; Disease; Antibody; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001801474,0.0002166698,0.0004525056,0.001398738,0.0005945202,0.00126518,0.0006176814,0.000626102,0.002472917],"category_scores_gemma":[0.0083586,0.0003252147,0.0006853349,0.002210947,0.0003162936,0.0008050167,0.0008260935,0.0006497756,0.0005330947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007422546,"about_ca_system_score_gemma":0.0005966975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006783648,"about_ca_topic_score_gemma":0.007311231,"domain_scores_codex":[0.997443,0.0007411948,0.0005188749,0.0005120222,0.0004701354,0.0003148226],"domain_scores_gemma":[0.9903136,0.001669469,0.006265307,0.0004722372,0.0006177312,0.0006616735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001006285,0.00006305785,0.999009,0.00001118258,0.00002454207,0.0000529798,0.00008131254,0.00002206055,0.00003113922,0.000009821122,0.00009004874,0.0005040966],"study_design_scores_gemma":[0.00001322053,0.0001543486,0.9987943,0.00001359436,0.00001993369,0.0002163453,0.0002555087,0.0002711495,0.00004103196,0.00001700023,0.0001977652,0.000005808475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978617,0.0001118936,0.00005939146,0.00004799925,0.000004104018,0.0000347145,0.001470308,0.000003206541,0.0004065461],"genre_scores_gemma":[0.9985121,0.00005380494,0.0000769388,0.00003573455,0.00001117861,0.00004254032,0.001135413,0.000002162709,0.0001300637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006783648,"threshold_uncertainty_score":0.01348829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04686907995512241,"score_gpt":0.3331524230045936,"score_spread":0.2862833430494712,"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."}}