{"id":"W2325461523","doi":"10.1097/iop.0000000000000633","title":"Levator Muscle Enlargement in Thyroid Eye Disease-Related Upper Eyelid Retraction","year":2016,"lang":"en","type":"article","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; Natural Sciences and Engineering Research Council of Canada; University of British Columbia","funders":"","keywords":"Medicine; Eyelid; Ptosis; Eye disease; Extraocular muscles; Anatomy; Thyroid; Graves' ophthalmopathy; Graves' disease; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003099306,0.0002425978,0.0004487208,0.0003487637,0.000101729,0.000009599592,0.0000424112,0.0002374773,0.001155488],"category_scores_gemma":[0.0006623688,0.0001718126,0.0001445276,0.0002199389,0.0003838479,0.0002215136,0.00003321747,0.0002677212,0.0001241193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010638,"about_ca_system_score_gemma":0.0001850093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001563031,"about_ca_topic_score_gemma":0.000001552545,"domain_scores_codex":[0.9983597,0.0001057595,0.0004432605,0.0005009079,0.0001749206,0.0004154537],"domain_scores_gemma":[0.998346,0.001018958,0.0001355456,0.0001856061,0.0000638534,0.0002499968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005830738,0.0001569634,0.98345,0.0000626391,0.0001249255,0.0005715398,0.00005713218,0.000001067446,0.004162647,0.0001203515,0.0002138873,0.01049578],"study_design_scores_gemma":[0.001251767,0.0000872645,0.9953689,0.0005329231,0.00009374188,0.000568288,0.0003695315,0.00004069321,0.000187298,0.001048751,0.0002012331,0.000249639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943035,0.0008666265,0.00003211374,0.0005796847,0.001745914,0.0002547083,0.00004245762,0.00004174547,0.002133216],"genre_scores_gemma":[0.9983,0.0005588294,0.00006558991,0.00003161634,0.00007749315,0.00003292786,0.00001967147,0.00002615625,0.0008877587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01191888,"threshold_uncertainty_score":0.9997576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01250647205850767,"score_gpt":0.2486197987782755,"score_spread":0.2361133267197679,"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."}}