{"id":"W4414161942","doi":"10.1016/j.jcjo.2025.08.013","title":"An atypical case of thyroid-related orbitopathy presenting as bilateral infiltrative mass lesions","year":2025,"lang":"en","type":"letter","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Disease; Differential diagnosis; Lesion; Biopsy; Complication","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":[0.0004297649,0.0004557858,0.001382775,0.001454502,0.000219381,0.00002510934,0.0004549763,0.002177476,0.003438419],"category_scores_gemma":[0.0006677461,0.0004121566,0.0004919845,0.0004544197,0.0007575224,0.0001567924,0.00002662592,0.004095025,0.00002532438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185874,"about_ca_system_score_gemma":0.005236497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005371673,"about_ca_topic_score_gemma":0.00009905575,"domain_scores_codex":[0.996622,0.0006499462,0.001270122,0.0004279318,0.0002095166,0.0008205292],"domain_scores_gemma":[0.9968634,0.0003762162,0.000826103,0.0005542894,0.0006778066,0.0007022026],"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":[0.0002160631,0.00006257445,0.04015232,0.000190283,0.0005993505,0.8856124,0.0005562197,0.0000302905,0.0001315821,0.00007342326,0.07231284,0.00006260803],"study_design_scores_gemma":[0.00122102,0.002464816,0.00733426,0.0003711291,0.0005810625,0.9813964,0.0005355385,0.00003661501,0.0001197947,0.002185256,0.003440061,0.0003140549],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8953052,0.0007184244,0.00000514567,0.07787414,0.001822325,0.0003738075,0.0001169416,0.00000760075,0.02377637],"genre_scores_gemma":[0.9811969,0.000006964845,0.0004202827,0.01211299,0.0007861944,0.000007047857,0.0001723213,0.00005784096,0.005239507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09578395,"threshold_uncertainty_score":0.999833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310055907112834,"score_gpt":0.3183888692324109,"score_spread":0.2952883101612826,"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."}}