{"id":"W2775173323","doi":"10.1089/ve.2017.0104","title":"Two Useful Adjuncts to Thyroid Oncologic Surgery: The Ansa to Recurrent Nerve Anastomosis and Mediastinoscopy Approach to Metastatic Disease","year":2017,"lang":"en","type":"article","venue":"VideoEndocrinology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Recurrent laryngeal nerve; Surgery; Mediastinoscopy; Thyroidectomy; Dissection (medical); Neck dissection; Anastomosis; Mediastinum; Thyroid; Carcinoma; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005504192,0.0005091625,0.001143394,0.0004986243,0.0006158607,0.0001426747,0.0005644816,0.00005271593,0.00004824294],"category_scores_gemma":[0.003090746,0.000350333,0.0002397276,0.0003943073,0.0002842922,0.0001500677,0.0006077486,0.0004168857,0.0003834784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155528,"about_ca_system_score_gemma":0.0002920297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003261738,"about_ca_topic_score_gemma":0.0002209526,"domain_scores_codex":[0.9962561,0.000388994,0.0006274334,0.001067024,0.0004422452,0.001218189],"domain_scores_gemma":[0.9952338,0.001012643,0.0002224832,0.001709709,0.0001706808,0.001650633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01137113,0.002332037,0.3093768,0.000423835,0.0009329816,0.00480107,0.003925301,0.0003985098,0.01627329,0.00366407,0.5630597,0.08344127],"study_design_scores_gemma":[0.002702786,0.002330708,0.8478332,0.0002110805,0.0007942073,0.0009039544,0.0009688828,0.0002008639,0.002998346,0.0003293032,0.1396106,0.001116107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614348,0.002813911,0.0003532156,0.03053276,0.001369293,0.001813383,0.0001038279,0.0001427219,0.001436128],"genre_scores_gemma":[0.9867573,0.0003221223,0.002284705,0.008854684,0.0004942216,0.000641599,0.00004120651,0.00005850855,0.0005456726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5384563,"threshold_uncertainty_score":0.9998949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07412277263335838,"score_gpt":0.3407439426340031,"score_spread":0.2666211700006447,"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."}}