{"id":"W2509954440","doi":"10.1097/iop.0000000000000758","title":"Postoperative Changes in Strabismus, Ductions, Exophthalmometry, and Eyelid Retraction After Orbital Decompression for Thyroid Orbitopathy","year":2016,"lang":"en","type":"article","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Eyelid; Strabismus; Esotropia; Surgery; Ophthalmology; Exotropia; Orbit (dynamics); Population","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":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002999804,0.0002879429,0.0005652996,0.0005130162,0.000150096,0.00002011196,0.00003380455,0.0003232646,0.0002249262],"category_scores_gemma":[0.0007019601,0.000201064,0.0000897311,0.0001995178,0.0004653758,0.0002872314,0.00003812557,0.0002483022,0.000007841601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007018719,"about_ca_system_score_gemma":0.0001046135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002339016,"about_ca_topic_score_gemma":0.00001106115,"domain_scores_codex":[0.9984317,0.00009889396,0.0003619328,0.0005922856,0.0001281611,0.000386981],"domain_scores_gemma":[0.9975822,0.001851538,0.0001359525,0.0001483444,0.0001118397,0.0001701015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003309394,0.0001902152,0.9517016,0.0001708198,0.0001135741,0.0006566396,0.0002264642,4.959468e-7,0.02033396,0.00005737617,0.0001885861,0.02305086],"study_design_scores_gemma":[0.001819383,0.00065654,0.9648993,0.0007843473,0.00008358865,0.02588275,0.001557393,0.00003365332,0.002908393,0.0008959053,0.00008875255,0.0003900077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955245,0.001210093,0.0001062814,0.0006934277,0.001490034,0.0004714708,0.000114598,0.00002724854,0.0003624062],"genre_scores_gemma":[0.9983624,0.0004848501,0.0004258592,0.00003053474,0.0001645751,0.0001501668,0.00002376371,0.00002935158,0.0003284697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02522611,"threshold_uncertainty_score":0.8199152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163179702146069,"score_gpt":0.2674051138219922,"score_spread":0.2510871436073853,"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."}}