{"id":"W2060377676","doi":"10.2310/7070.2005.04024","title":"Orbital Decompression in Graves' Orbitopathy: A Combined Endoscopic and External Lateral Approach","year":2005,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus","funders":"","keywords":"Medicine; Diplopia; Exophthalmos; Decompression; Surgery; Optic neuropathy; Eye disease; Exophthalmus; Optic nerve; Ophthalmology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004884822,0.0001125212,0.0003559226,0.0001597106,0.00006128306,0.000005706174,0.0001340749,0.0001174263,0.00007879646],"category_scores_gemma":[0.00004780243,0.00006889645,0.00005398429,0.0000818086,0.0001537583,0.0001055086,0.00005089694,0.0005386711,0.000008750475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002165488,"about_ca_system_score_gemma":0.00004196768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002477961,"about_ca_topic_score_gemma":0.00000654735,"domain_scores_codex":[0.9989926,0.0002124704,0.0003800541,0.00009067904,0.0001120862,0.0002121716],"domain_scores_gemma":[0.9994726,0.000106414,0.0001727151,0.0001253516,0.00004161386,0.00008132678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00256566,0.0004670495,0.9824766,0.00004098607,0.00006246802,0.0007442754,0.001640339,0.00005201806,0.01064744,0.0002364034,0.00008532962,0.0009814334],"study_design_scores_gemma":[0.004755156,0.001073719,0.9695091,0.00008607771,0.00006127916,0.02194322,0.000159202,0.0007788553,0.0007625977,0.0006958994,0.0001060507,0.00006878984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958131,0.001560905,0.0001082732,0.001086864,0.0001391183,0.0001537742,3.471949e-7,0.00000527276,0.001132312],"genre_scores_gemma":[0.9979597,0.0001257635,0.001380664,0.000299896,0.0001338973,0.000002257949,0.000001427961,0.000009897156,0.00008648645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02119895,"threshold_uncertainty_score":0.2809516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328623916904756,"score_gpt":0.2749721941208165,"score_spread":0.261685954951769,"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."}}