{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000771838,0.001204627,0.0008714172,0.001263651,0.001167152,0.00129291,0.00136488,0.00277973,0.005488673],"category_scores_gemma":[0.003185034,0.0005527815,0.0009423699,0.001005072,0.001402122,0.001569503,0.0007671498,0.004717527,0.002541688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001098399,"about_ca_system_score_gemma":0.0009525429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281855,"about_ca_topic_score_gemma":0.002847507,"domain_scores_codex":[0.9993131,0.00007951095,0.0001379964,0.0001539399,0.0001683738,0.0001471612],"domain_scores_gemma":[0.9982026,0.0005097922,0.0003038786,0.000123499,0.0003286303,0.0005315292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0004388007,0.0002390665,0.05264012,0.0007722627,0.0003901847,0.6784704,0.0004433262,0.0004620312,0.004205224,0.001367425,0.2023968,0.0581743],"study_design_scores_gemma":[0.00008245443,0.000212343,0.01611624,0.0003139399,0.0001369226,0.8690174,0.0005280488,0.0007754698,0.001650708,0.0007526935,0.1103542,0.00005954054],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4220653,0.08082239,0.009952796,0.1752618,0.2482473,0.0003323556,0.001206166,0.001080772,0.06103127],"genre_scores_gemma":[0.7108001,0.02460081,0.004314618,0.05730553,0.1702991,0.000082671,0.0005203,0.0001784339,0.03189838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005488673,"threshold_uncertainty_score":0.01836139,"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."}}