{"id":"W2128950807","doi":"10.1007/978-1-4614-0971-7_70","title":"Surgical Decompression for Thyroid Eye Disease","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Thyroid; Surgery; Decompression; Thyroid disease; Disease; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006269039,0.0002426327,0.0003879769,0.0000787662,0.00006139016,0.000003428303,0.00008103906,0.0004053268,0.01092025],"category_scores_gemma":[0.00002059793,0.0001773651,0.0003273769,0.000006150333,0.0001055221,0.00002314585,0.00004366677,0.0002315859,0.0004443256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001466607,"about_ca_system_score_gemma":0.00008558355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004147818,"about_ca_topic_score_gemma":9.046222e-7,"domain_scores_codex":[0.9991407,0.000005779626,0.0002032812,0.000335171,0.0001128717,0.0002021489],"domain_scores_gemma":[0.9991953,0.00006609034,0.00006416628,0.0003311111,0.00006560901,0.0002777457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01850493,0.0008554135,0.0179787,0.001544655,0.001002347,0.004762826,0.0001374083,9.635875e-7,0.00003460482,0.8070104,0.1306729,0.01749482],"study_design_scores_gemma":[0.002750146,0.0005674879,0.002666478,0.0003151261,0.0005588919,0.00005383388,0.000006287263,0.00001670957,0.00002117706,0.07363454,0.9189965,0.0004127877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001184597,0.002064844,0.00008667423,0.0004591228,0.0002942694,0.0006296796,0.00003568761,0.00007810119,0.995167],"genre_scores_gemma":[0.0254288,0.0002566773,0.000224359,0.000281256,0.0002386494,0.00003198949,0.0003591972,0.0000572695,0.9731218],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7883236,"threshold_uncertainty_score":0.9899839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03821196240656635,"score_gpt":0.3148161355277423,"score_spread":0.276604173121176,"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."}}