{"id":"W3095671540","doi":"10.1002/lary.29213","title":"Abnormal Laryngeal Electromyography Findings in Asymptomatic Adults Across the Age Spectrum","year":2020,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Asymptomatic; Abnormality; Medicine; Electromyography; Audiology; Laryngoscopy; Asymptomatic carrier; Internal medicine; Surgery; Physical medicine and rehabilitation; Intubation; Psychiatry","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":[0.0003885386,0.0002262333,0.0003507593,0.00005076704,0.0002124903,0.00006459329,0.0004310061,0.00008975371,0.0001743413],"category_scores_gemma":[0.00008994581,0.000127061,0.0001736904,0.0009031701,0.0001695495,0.0001337361,0.0001189826,0.0006655101,0.000225512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000276481,"about_ca_system_score_gemma":0.00005809358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002658431,"about_ca_topic_score_gemma":0.000491294,"domain_scores_codex":[0.998265,0.0000969664,0.0003101407,0.0002930158,0.0003593793,0.0006755225],"domain_scores_gemma":[0.9993095,0.0001066381,0.00005702486,0.0003922465,0.00001850325,0.0001160557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006636688,0.001525311,0.7295138,0.001640422,0.001248499,0.00275273,0.1412891,0.00006349008,0.0220657,0.003690337,0.07447775,0.01509625],"study_design_scores_gemma":[0.006809658,0.001857906,0.9551604,0.0003666668,0.000192168,0.0001604061,0.004596038,0.001319454,0.006264407,0.0006884563,0.02204738,0.000537043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456816,0.00066549,0.00002088962,0.0472057,0.00006501684,0.0007283797,0.000007901318,0.0001128013,0.005512214],"genre_scores_gemma":[0.9815027,0.0002143298,0.00005470067,0.01769815,0.000201007,0.00004185749,0.00002437442,0.00003519645,0.0002276809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2256467,"threshold_uncertainty_score":0.5181395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137249402727491,"score_gpt":0.2582424667192622,"score_spread":0.2468699726919873,"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."}}