{"id":"W2753260601","doi":"10.3899/jrheum.170158","title":"Risk of Retinal Toxicity in Longterm Users of Hydroxychloroquine","year":2017,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Drug-Induced Ocular Toxicity","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Toxicity; Hydroxychloroquine; Retinal; Internal medicine; Retinopathy; Population; Ophthalmology; Diabetes mellitus; Endocrinology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002198911,0.0001316171,0.0008940875,0.0001940869,0.00007262343,0.000004591958,0.0005828193,0.0001364419,0.00004582182],"category_scores_gemma":[0.002108047,0.00008556369,0.0001861545,0.00007841809,0.0005392975,0.0001140155,0.0001197791,0.0006054316,0.000004428892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005028037,"about_ca_system_score_gemma":0.0001521931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000887604,"about_ca_topic_score_gemma":0.0003538879,"domain_scores_codex":[0.9981138,0.0002980692,0.0009440145,0.00009386824,0.0003261762,0.000224107],"domain_scores_gemma":[0.996307,0.0002862868,0.002391713,0.0007005559,0.0002223731,0.00009203496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001010073,0.0002234188,0.9780108,0.0001027147,0.0001894029,0.00004672055,0.0009218854,0.00004026333,0.01792429,0.0001354153,0.0001238676,0.001271161],"study_design_scores_gemma":[0.003647469,0.0007085478,0.9274985,0.000695051,0.0002602301,0.005701376,0.0003606929,0.0002628838,0.05999145,0.0007269645,0.00005097863,0.00009588356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971788,0.0001933807,0.0001355609,0.001299012,0.0002458389,0.0001249476,0.000004901453,0.000003436945,0.0008141061],"genre_scores_gemma":[0.9987994,0.0006449292,0.0004629781,0.00003120349,0.00001241331,4.180131e-7,4.079253e-7,0.00001405386,0.00003415309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05051231,"threshold_uncertainty_score":0.3489186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167232646558945,"score_gpt":0.289382945568241,"score_spread":0.2726596809123464,"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."}}