{"id":"W2134643329","doi":"10.1002/hed.21409","title":"Voice‐related quality of life (V‐RQOL) outcomes in laryngectomees","year":2010,"lang":"en","type":"article","venue":"Head & Neck","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Laryngectomy; Quality of life (healthcare); Esophageal speech; Surgery; Larynx","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":[0.0003567049,0.0001335875,0.0005583822,0.0001422145,0.00002376339,0.000005911249,0.00009841327,0.0001744337,0.0004145388],"category_scores_gemma":[0.0007855486,0.0001096378,0.000133214,0.0002644728,0.00007898715,0.00008131891,0.00003003375,0.0004449561,0.0001444835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001378291,"about_ca_system_score_gemma":0.0001219384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001679811,"about_ca_topic_score_gemma":0.005788493,"domain_scores_codex":[0.998709,0.00004685427,0.0005205582,0.0002036873,0.0002678973,0.0002519763],"domain_scores_gemma":[0.9991655,0.000129502,0.0001018354,0.0003945387,0.00006601551,0.0001426626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001122838,0.0004345545,0.9804132,0.0001414669,0.00004686361,0.00001195955,0.0004763377,0.000001022243,0.01631175,0.0004586151,0.0006432353,0.0009487306],"study_design_scores_gemma":[0.002939778,0.0001210526,0.9911901,0.00004703384,0.00002143951,0.000004329033,0.0002323867,0.00003435774,0.0008271594,0.0002941302,0.004171163,0.000117038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871936,0.0002245237,0.000001706986,0.004722127,0.0002164093,0.0002513793,0.000009270349,0.0000638527,0.007317135],"genre_scores_gemma":[0.9971418,0.00003379087,0.0002384187,0.001107581,0.00003282053,0.000008860351,0.00001707504,0.00001857057,0.001401065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01548459,"threshold_uncertainty_score":0.4538909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03339449727424161,"score_gpt":0.3444390280875145,"score_spread":0.3110445308132729,"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."}}