{"id":"W2039597471","doi":"10.1001/archotol.130.4.415","title":"Longitudinal Effects of Botox Injections on Voice-Related Quality of Life (V-RQOL) for Patients With Adductory Spasmodic Dysphonia","year":2004,"lang":"en","type":"article","venue":"Archives of Otolaryngology - Head and Neck Surgery","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Spasmodic dysphonia; Quality of life (healthcare); Voice therapy; Adverse effect; Botulinum toxin; Audiology; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001642436,0.0001934118,0.0009233632,0.0003438538,0.00007376483,0.000001743741,0.0000611681,0.0001192853,0.000007578831],"category_scores_gemma":[0.0006124625,0.0001579045,0.0002200489,0.0001786896,0.0005530992,0.00007295031,0.00002817441,0.0001937973,0.000001510462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001045069,"about_ca_system_score_gemma":0.0002489582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003884623,"about_ca_topic_score_gemma":0.0001158173,"domain_scores_codex":[0.9985307,0.0001050884,0.0006107186,0.0003018934,0.0001792654,0.0002723462],"domain_scores_gemma":[0.99739,0.00175013,0.0003520498,0.0002832454,0.00008162455,0.000142952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003910826,0.001668936,0.9875993,0.001725289,0.0003864845,0.000007001444,0.0004907004,0.00001485816,0.003039318,0.0003323871,0.00005841442,0.0007664929],"study_design_scores_gemma":[0.005333414,0.002828885,0.9863931,0.0007862846,0.0001305487,0.00000731715,0.0000316725,0.000006219499,0.003697164,0.0006168743,0.00003287842,0.0001356571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980198,0.0005046337,0.00008667794,0.0002119821,0.0001383189,0.0007435185,0.00003480585,0.00002233435,0.0002379195],"genre_scores_gemma":[0.9991056,0.0001574474,0.0004256581,0.0001263981,0.00001871354,0.00003679847,0.00007861813,0.00002201337,0.00002877459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001645041,"threshold_uncertainty_score":0.6439158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686652511666231,"score_gpt":0.2638976924944483,"score_spread":0.247031167377786,"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."}}