{"id":"W4229009937","doi":"10.1016/j.jcjo.2021.01.021","title":"Accuracy of self-reported risk factors for hydroxychloroquine retinopathy","year":2021,"lang":"en","type":"letter","venue":"Canadian Journal of Ophthalmology","topic":"Drug-Induced Ocular Toxicity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hydroxychloroquine; Medicine; Retinopathy; Ophthalmology; Optometry; Coronavirus disease 2019 (COVID-19); Internal medicine; 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0008082074,0.0005158253,0.001967786,0.001038197,0.0001121679,0.00002593425,0.0004971402,0.001625089,0.001041516],"category_scores_gemma":[0.00645256,0.0004735274,0.0009773163,0.0003554318,0.0002234215,0.00009775835,0.0000319613,0.003192464,0.000005653263],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006949098,"about_ca_system_score_gemma":0.009357046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004781016,"about_ca_topic_score_gemma":0.0001242487,"domain_scores_codex":[0.9962042,0.0003390913,0.001675397,0.0004687755,0.0004448906,0.0008676527],"domain_scores_gemma":[0.9927372,0.0008715679,0.003180624,0.0008389641,0.001492123,0.0008795086],"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":[0.0001129221,0.0001412563,0.09100218,0.001015255,0.004888518,0.5796947,0.0007998935,0.00001707446,0.001082775,0.000007508102,0.3209055,0.0003323745],"study_design_scores_gemma":[0.00318094,0.002384555,0.02428265,0.0008890284,0.004283923,0.6959024,0.0002372823,0.0000250099,0.007290477,0.0003291144,0.2603849,0.0008097274],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415941,0.001418267,0.00002524627,0.04936081,0.003119509,0.0006547772,0.0004575647,0.000009994493,0.003359683],"genre_scores_gemma":[0.9771027,0.00004059957,0.002200208,0.01397798,0.003737117,0.00001218589,0.000606666,0.0002079233,0.002114622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1162076,"threshold_uncertainty_score":0.9998717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04242255040956103,"score_gpt":0.2955074725010646,"score_spread":0.2530849220915036,"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."}}