{"id":"W4401485597","doi":"10.33552/asoaj.2024.05.000612","title":"Restoring Vocal Cord Function in Thyroid Surgery Complications: A Case of ANSA-RLN Anastomosis in a Global Health Context","year":2024,"lang":"en","type":"article","venue":"Anaesthesia & Surgery Open Access Journal","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Context (archaeology); Anastomosis; Surgery; Thyroid; Cord; Vocal cord paralysis; Thyroidectomy; Paralysis; Internal medicine; Biology","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":[0.0003308658,0.001204491,0.0007618712,0.001994979,0.003241157,0.002299434,0.0009309358,0.004607405,0.003909714],"category_scores_gemma":[0.00305833,0.0005550629,0.0008538565,0.00146368,0.001649535,0.002837585,0.001985878,0.003687423,0.0007027588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001573604,"about_ca_system_score_gemma":0.001363727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002976494,"about_ca_topic_score_gemma":0.006641132,"domain_scores_codex":[0.999341,0.0001034029,0.00006412638,0.0001315861,0.0001245326,0.0002354033],"domain_scores_gemma":[0.9987572,0.0003628378,0.0003863958,0.000056862,0.00006328182,0.0003733961],"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":[0.000007960532,0.0000181555,0.003743863,0.0000290208,0.000003915503,0.9940807,0.0004630972,0.00004275128,0.0002265467,0.0002202843,0.0001846874,0.000978966],"study_design_scores_gemma":[0.000001585837,0.00001870506,0.00160221,0.00002479271,0.00000427741,0.9971209,0.0004703605,0.00007063467,0.00007328855,0.0001745511,0.0004335039,0.000005123697],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456553,0.01364594,0.004043129,0.008642753,0.0006676451,0.0001562411,0.0002202147,0.0001398907,0.02682888],"genre_scores_gemma":[0.9926949,0.00241645,0.001297233,0.00114307,0.0006359328,0.00002109304,0.00004843681,0.00002283883,0.001720219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004607405,"threshold_uncertainty_score":0.01307929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1070757524558029,"score_gpt":0.4310717405640729,"score_spread":0.32399598810827,"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."}}