{"id":"W4410512920","doi":"10.3899/jrheum.2025-0390.pv273","title":"TITLE: HYPERPIGMENTATION AS AN ADVERSE EFFECT OF ANTIMALARIAL USE AND THE ASSOCIATION WITH RETINOPATHY AND PREDISPOSING FACTORS: A SYSTEMATIC REVIEW","year":2025,"lang":"en","type":"review","venue":"The Journal of Rheumatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Hyperpigmentation; Adverse effect; Dermatology; Retinopathy; Skin hyperpigmentation; MEDLINE; Internal medicine; Diabetes mellitus; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003921484,0.001216784,0.006604156,0.01021971,0.0005045352,0.001926793,0.001430594,0.001407387,0.007391411],"category_scores_gemma":[0.01904949,0.0006110735,0.005078482,0.01395515,0.0006357072,0.002015228,0.001177063,0.0007092985,0.0004526191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002501628,"about_ca_system_score_gemma":0.00686149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007425553,"about_ca_topic_score_gemma":0.02154485,"domain_scores_codex":[0.9965404,0.0009430101,0.001554267,0.000308422,0.0005152517,0.0001387547],"domain_scores_gemma":[0.9835993,0.01107219,0.003684587,0.000186022,0.00125676,0.0002011113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001475879,0.000007761751,0.001397726,0.981822,0.00553326,0.000120174,0.0000983037,0.00005347998,0.0001247723,0.0001023031,0.001386195,0.009206498],"study_design_scores_gemma":[0.0002898737,0.0002709971,0.01051526,0.8915113,0.07977822,0.0008217322,0.0002725785,0.0001142195,0.0001977925,0.0002544474,0.01592599,0.00004750828],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004354102,0.9897518,0.0002508743,0.0003784089,0.0001639527,0.001005868,0.003439152,0.00002003582,0.0006357738],"genre_scores_gemma":[0.03302907,0.9616483,0.0009039717,0.0009021154,0.0001483963,0.001682313,0.00119969,0.00001228385,0.0004739399],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01021971,"threshold_uncertainty_score":0.02472675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035266081939099,"score_gpt":0.2975574510351751,"score_spread":0.2872047902157842,"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."}}