{"id":"W1195910236","doi":"10.1089/ve.2014.0034","title":"Identification of the External Branch of the Superior Laryngeal Nerve During Thyroidectomy","year":2015,"lang":"en","type":"article","venue":"VideoEndocrinology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Thyroidectomy; Superior laryngeal nerve; Medicine; Phonation; Thyroid; Anatomy; Surgery; Audiology; Larynx; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001673611,0.0001384954,0.0003692338,0.00009199785,0.00007094118,0.00000671629,0.0003307359,0.0000663527,0.00002452024],"category_scores_gemma":[0.0003215341,0.00008132936,0.0002409658,0.0003039899,0.0003115338,0.00007636182,0.0001840599,0.0002572324,0.00002072302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000423337,"about_ca_system_score_gemma":0.0001873604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001211858,"about_ca_topic_score_gemma":0.00002559058,"domain_scores_codex":[0.9983882,0.0001981152,0.0005740761,0.0002250827,0.0003180866,0.0002964333],"domain_scores_gemma":[0.9985911,0.00008638998,0.0002808424,0.0007758721,0.0001873729,0.00007846216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002101335,0.00007941141,0.2426463,0.00004246834,0.00004124306,0.00001541812,0.0004180693,0.00002304422,0.7548273,0.0004853687,0.001003381,0.0002078425],"study_design_scores_gemma":[0.001040106,0.00005140956,0.5427402,0.00003268965,0.00004960316,0.0004615921,0.0001184322,0.00001639945,0.4546261,0.0002064442,0.0006030478,0.00005398994],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994462,0.002210347,0.00002703547,0.001521209,0.0009049618,0.0003215337,0.00001463872,0.00002634479,0.0005119715],"genre_scores_gemma":[0.9981468,0.00004868673,0.00001999317,0.0001301565,0.0001716366,0.00001852683,0.000001723295,0.0000179959,0.001444493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3002013,"threshold_uncertainty_score":0.3316515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080974821937708,"score_gpt":0.2639239504831962,"score_spread":0.2431142022638191,"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."}}