{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007906471,0.0002563898,0.0007879856,0.0002930798,0.00005386155,0.000002577451,0.0004408178,0.0007923289,0.0001943671],"category_scores_gemma":[0.0009411828,0.0002275144,0.0004408589,0.0001787909,0.0009554707,0.000004685149,0.0001843905,0.0003000941,0.00005446043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005607079,"about_ca_system_score_gemma":0.0001912599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001599308,"about_ca_topic_score_gemma":0.00007090296,"domain_scores_codex":[0.9973798,0.0006753933,0.0005606827,0.0005434378,0.0001356313,0.000705033],"domain_scores_gemma":[0.9979828,0.0005026946,0.0002998257,0.0007991269,0.0002997839,0.0001157823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00143306,0.0004050235,0.8250736,0.00004334874,0.0003952771,0.00003495667,0.00003149002,0.00004302395,0.1342693,0.002838113,0.02291026,0.01252256],"study_design_scores_gemma":[0.0006819414,0.004274365,0.8403282,0.00002289239,0.0000172,0.0003006899,0.000006312285,0.00004477436,0.1284963,0.0009165594,0.02463876,0.000272027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932618,0.0007508151,0.00004785381,0.001111081,0.0002130475,0.0001516504,0.00003740321,0.00001437664,0.004411955],"genre_scores_gemma":[0.9974637,0.001150495,0.00008174317,0.0006960136,0.0001652194,0.00001483149,0.00008877683,0.00002445195,0.0003147423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01525454,"threshold_uncertainty_score":0.9277767,"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."}}