{"id":"W1967156144","doi":"10.1177/0003489414525595","title":"Impact of Nasal Surgery on Speech Resonance","year":2014,"lang":"en","type":"article","venue":"Annals of Otology Rhinology & Laryngology","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Nasality; Audiology; Nose; Vowel; Medicine; Phonation; Psychology; Surgery; Speech recognition","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":[0.0005972909,0.000196869,0.0001769016,0.0001918616,0.0002708957,0.0004010232,0.0001106911,0.0002200832,0.003142321],"category_scores_gemma":[0.002776323,0.0000732038,0.0002673031,0.00008007349,0.0003193674,0.0002526967,0.0002969551,0.000287266,0.0002647424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001802075,"about_ca_system_score_gemma":0.0002366906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004542683,"about_ca_topic_score_gemma":0.000911372,"domain_scores_codex":[0.9996208,0.00009731502,0.00005043377,0.0000524864,0.0001157454,0.00006328353],"domain_scores_gemma":[0.9978193,0.001052725,0.0005180981,0.00009951316,0.000216395,0.0002938947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005179458,0.0007834614,0.8604757,0.0001677003,0.0001953649,0.003538701,0.0006341283,0.0002454116,0.06817822,0.00006068369,0.0001690219,0.06037212],"study_design_scores_gemma":[0.00001677482,0.004519222,0.9896812,0.00001375652,0.00005857071,0.002029115,0.0004112257,0.0001198138,0.002817249,0.00001785148,0.0003057691,0.000009318527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992204,0.0002686487,0.00006876649,0.00002004254,0.000008684733,0.000006231371,0.00003172508,0.000002370455,0.0003731205],"genre_scores_gemma":[0.999624,0.00008300326,0.00006713224,0.00001367937,0.000008103825,0.000003246781,0.00003972488,0.000001077267,0.0001599405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003142321,"threshold_uncertainty_score":0.01051211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0488592095344089,"score_gpt":0.3545897279938027,"score_spread":0.3057305184593938,"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."}}