{"id":"W2894768795","doi":"10.1002/lary.27360","title":"International neuromonitoring study group guidelines 2018: Part II: Optimal recurrent laryngeal nerve management for invasive thyroid cancer—incorporation of surgical, laryngeal, and neural electrophysiologic data","year":2018,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Recurrent laryngeal nerve; Laryngoscopy; Thyroid; Thyroid cancer; Surgery; Internal medicine; Intubation","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":[0.0007644916,0.0002969482,0.0005078389,0.0001156464,0.0003361858,0.00005253158,0.0005559199,0.00007067012,0.0000380027],"category_scores_gemma":[0.00009396885,0.0002040528,0.00009238128,0.000249888,0.0002021819,0.0003105596,0.0007665383,0.000221038,0.00000518063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004198545,"about_ca_system_score_gemma":0.00006942925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001497439,"about_ca_topic_score_gemma":0.00008866261,"domain_scores_codex":[0.9977191,0.0001723428,0.0006737535,0.0006472319,0.0004062273,0.00038133],"domain_scores_gemma":[0.9982606,0.0001972127,0.0003420578,0.0007726703,0.0003132276,0.0001142372],"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":[0.02576265,0.006554683,0.06690521,0.0008017618,0.003816876,0.0008626744,0.002966142,0.0003825722,0.190256,0.001254088,0.6629049,0.03753249],"study_design_scores_gemma":[0.04618268,0.0886075,0.1852063,0.00207962,0.005563898,0.000895103,0.006458319,0.07938417,0.02863613,0.0008682625,0.552045,0.004072974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907051,0.003139581,0.00005319872,0.002437873,0.001616124,0.001529993,0.0001941768,0.00006273721,0.0002612254],"genre_scores_gemma":[0.9888594,0.005463304,0.0008686452,0.0003028294,0.003265426,0.0002099669,0.0005843491,0.00004094155,0.0004051784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1616199,"threshold_uncertainty_score":0.8321031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1024666901690253,"score_gpt":0.3646050892651957,"score_spread":0.2621383990961704,"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."}}