{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03738448,0.001378869,0.002715632,0.005802983,0.001712424,0.004444179,0.004686553,0.00832347,0.004483815],"category_scores_gemma":[0.09717733,0.001103019,0.004394468,0.004673815,0.001800541,0.002417789,0.003823457,0.006208278,0.005112296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003715328,"about_ca_system_score_gemma":0.01716418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01040515,"about_ca_topic_score_gemma":0.01712335,"domain_scores_codex":[0.9680426,0.01191433,0.0136051,0.0006415689,0.005127287,0.0006690605],"domain_scores_gemma":[0.9115229,0.02938383,0.01547468,0.004212678,0.03690941,0.002496467],"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":[0.0009903434,0.0004380916,0.01863534,0.0165155,0.0009393818,0.0007570082,0.001028121,0.002557371,0.002344997,0.01284773,0.5476684,0.3952777],"study_design_scores_gemma":[0.001141108,0.0005082668,0.02502595,0.06544826,0.001554286,0.001802163,0.0008428335,0.001707447,0.002740875,0.01353858,0.8854678,0.0002223592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.02048698,0.2126938,0.1123715,0.3054392,0.02168398,0.03870224,0.04496332,0.002644695,0.2410144],"genre_scores_gemma":[0.08569684,0.1243057,0.5034524,0.1046991,0.009752202,0.05230552,0.0806348,0.001367091,0.03778641],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03738448,"threshold_uncertainty_score":0.1977104,"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."}}