{"id":"W2523032774","doi":"10.1097/sla.0000000000002001","title":"Trans-oral Vestibular Endocrine Surgery","year":2016,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vestibular system; Endocrine system; Surgery; General surgery; Audiology; Internal medicine; Hormone","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001212999,0.0002782269,0.001146117,0.0004899229,0.00004904748,0.000009672576,0.00008162121,0.0001178037,0.0005254552],"category_scores_gemma":[0.0008639806,0.0001918473,0.0006501416,0.0004084694,0.0002183697,0.0002416855,0.00002381122,0.000125026,0.0001168377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001093796,"about_ca_system_score_gemma":0.0003201422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003745885,"about_ca_topic_score_gemma":0.000002054239,"domain_scores_codex":[0.9975169,0.0001298893,0.000844136,0.0003670365,0.0004674467,0.0006745991],"domain_scores_gemma":[0.9959249,0.002672182,0.0002117668,0.0005502143,0.0002727025,0.0003682257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000884999,0.0004280978,0.292353,0.0001856976,0.0002714716,0.0007943287,0.0000553083,0.000001113159,0.1475745,0.0001737806,0.5012237,0.05605404],"study_design_scores_gemma":[0.0007465932,0.0001673639,0.2976518,0.001069918,0.0001095603,0.0004123113,0.00003686269,0.000004618951,0.2500693,0.000546131,0.4484807,0.0007049025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792304,0.005062716,0.0001891985,0.01294634,0.0005446858,0.0001444566,0.0000685188,0.0001349449,0.001678752],"genre_scores_gemma":[0.9915035,0.004222598,0.00005556301,0.001583793,0.0003571746,0.00001570449,0.00003376121,0.00005093381,0.002177001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1024948,"threshold_uncertainty_score":0.7823304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2824478598572547,"score_gpt":0.3475043557294619,"score_spread":0.06505649587220724,"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."}}