{"id":"W2144031459","doi":"10.1586/erp.11.37","title":"Measuring voice outcomes following treatment for laryngeal cancer","year":2011,"lang":"en","type":"review","venue":"Expert Review of Pharmacoeconomics & Outcomes Research","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; Western University","funders":"","keywords":"Medicine; Quality of life (healthcare); Malignancy; Cancer; Laryngeal Neoplasm; Modalities; Stage (stratigraphy); Larynx; Radiation therapy; Disease; Rehabilitation; Head and neck cancer; Voice therapy; Intensive care medicine; Surgery; Physical therapy; Internal medicine","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":[0.001952221,0.0005426239,0.002073513,0.00174047,0.0001594405,0.0009064132,0.0007123713,0.0008440471,0.001867834],"category_scores_gemma":[0.003291075,0.0001368911,0.0009113798,0.00201961,0.000293872,0.0007293824,0.0005109576,0.0007654293,0.0005410157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006283281,"about_ca_system_score_gemma":0.00108375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001342802,"about_ca_topic_score_gemma":0.002656663,"domain_scores_codex":[0.9991699,0.0002600418,0.0001404776,0.0001031782,0.0002990878,0.00002736211],"domain_scores_gemma":[0.998425,0.001003563,0.0003279033,0.00001762429,0.0002029839,0.00002299366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007545847,0.00006093756,0.001084263,0.02788196,0.0003336444,0.00007481722,0.00005475488,0.0001560504,0.0004728774,0.0005302498,0.003176568,0.9660985],"study_design_scores_gemma":[0.0003288528,0.00200854,0.09045499,0.1639454,0.00551286,0.009047667,0.001571471,0.0009430959,0.004788729,0.007405104,0.7137694,0.0002239358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005535009,0.9982933,0.0001260443,0.0002461148,0.00006303906,0.00001581926,0.00004292426,0.000002869831,0.0006563464],"genre_scores_gemma":[0.00363597,0.9955095,0.0003681048,0.0001454404,0.00008159587,0.00002517719,0.0000520664,0.000001044534,0.0001812038],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002073513,"threshold_uncertainty_score":0.01032442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.247943614929226,"score_gpt":0.5907586055630331,"score_spread":0.342814990633807,"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."}}