{"id":"W4404905130","doi":"10.46634/riics.325","title":"Changes in Voice Quality after a Pure Tone Stimulation (PTS) Program","year":2024,"lang":"en","type":"article","venue":"Revista de Investigación e Innovación en Ciencias de la Salud","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakeshore General Hospital","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Audiology; Binaural recording; Vowel; Psychology; Spectrogram; Tone (literature); Quality (philosophy); Voice therapy; Noise (video); Auditory feedback; Speech recognition; Acoustics; Medicine; Computer science","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":[0.0004088507,0.000234619,0.0002343373,0.0003259401,0.0001617574,0.0002321935,0.000108955,0.0002413584,0.002117841],"category_scores_gemma":[0.001851716,0.00007204188,0.0001836879,0.0001076232,0.0001818261,0.0001307595,0.0003045131,0.0001961426,0.000232386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119178,"about_ca_system_score_gemma":0.000113988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004421487,"about_ca_topic_score_gemma":0.0006165431,"domain_scores_codex":[0.9997626,0.00005170747,0.00002180992,0.0000380465,0.000089734,0.00003612104],"domain_scores_gemma":[0.9988717,0.0004115069,0.0002452851,0.00005559499,0.0002247169,0.0001911256],"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":[0.01047064,0.002137822,0.4006909,0.0006739557,0.0003700441,0.001923276,0.003260506,0.0006950981,0.4239991,0.00004347308,0.0003000149,0.1554353],"study_design_scores_gemma":[0.00005413353,0.008025345,0.977905,0.00001430336,0.00009411166,0.001250301,0.000586506,0.0002915609,0.01140748,0.00002137588,0.0003400659,0.000009749116],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993393,0.00006480678,0.0002925892,0.000007301144,0.000003554987,0.00002660327,0.00003177379,0.000009560778,0.0002244537],"genre_scores_gemma":[0.9993419,0.00003688538,0.0002625255,0.000008446227,0.000004591179,0.00002487231,0.00005740378,0.000002537957,0.0002606075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002117841,"threshold_uncertainty_score":0.007084906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450888381457018,"score_gpt":0.3726339233065415,"score_spread":0.3481250394919714,"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."}}