{"id":"W3217018279","doi":"10.18280/ts.380508","title":"Acoustic Analysis of Voice Signal of Patients with Unilateral Laryngeal Paralysis a View to Objective Evaluation after Rehabilitation","year":2021,"lang":"en","type":"article","venue":"Traitement du signal","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Audiology; Otorhinolaryngology; Laryngeal paralysis; Medicine; Acoustics; Paralysis; Perception; SIGNAL (programming language); Speech recognition; Psychology; Computer science; Surgery; Physical therapy; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002641467,0.0002766459,0.0002859868,0.0006080916,0.0001296692,0.0004050545,0.0001047676,0.00043212,0.001278992],"category_scores_gemma":[0.001066193,0.00006639113,0.0001476801,0.0001449783,0.0002651913,0.000237148,0.0002366583,0.000159458,0.0003153915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006625187,"about_ca_system_score_gemma":0.0001015887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002344418,"about_ca_topic_score_gemma":0.0003099183,"domain_scores_codex":[0.9997583,0.00007100619,0.00001910049,0.00004044491,0.0000797994,0.00003135228],"domain_scores_gemma":[0.99972,0.0001127283,0.00004534585,0.00001770831,0.00006658712,0.00003763902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002729242,0.0003424567,0.2305464,0.0004307499,0.00008285847,0.00457031,0.002325725,0.00093272,0.5671751,0.0001769503,0.0004223572,0.1902651],"study_design_scores_gemma":[0.00005133704,0.003352408,0.9250482,0.00005131858,0.0001282738,0.01450767,0.002540747,0.004007961,0.04748991,0.000210796,0.002560126,0.00005134663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913966,0.0005247399,0.006619677,0.00006484843,0.00002089606,0.00003515548,0.00006749378,0.00004196083,0.001228636],"genre_scores_gemma":[0.9965153,0.0002811887,0.002277167,0.00005404964,0.00004012963,0.00002682437,0.00007516884,0.0000097586,0.0007203196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001278992,"threshold_uncertainty_score":0.00427866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008775810513730782,"score_gpt":0.2652090326271685,"score_spread":0.2564332221134377,"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."}}