{"id":"W2081571235","doi":"10.2310/7070.2001.20192","title":"Effects of Head and Neck Radiation Therapy on Vocal Function","year":2001,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Larynx; Audiology; Observational study; Otorhinolaryngology; Radiation therapy; Quality of life (healthcare); Population; Head and neck; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008097084,0.0001770783,0.0002662704,0.0002578741,0.0002315943,0.0003561857,0.0001154897,0.0003156369,0.002026021],"category_scores_gemma":[0.003325161,0.00006171595,0.0004071372,0.0001695932,0.0002761964,0.0001926071,0.0002269561,0.0002705854,0.0002645926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002888671,"about_ca_system_score_gemma":0.0001918845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001121773,"about_ca_topic_score_gemma":0.001634438,"domain_scores_codex":[0.9993217,0.0002917794,0.00005257182,0.0000661646,0.0001666434,0.000101139],"domain_scores_gemma":[0.9975277,0.001211484,0.0007615988,0.00007299417,0.0001686761,0.0002575494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001707644,0.000456506,0.9662349,0.0001385967,0.0002543724,0.0003788325,0.0002048324,0.0001521519,0.004600062,0.00001791693,0.0001823663,0.02567188],"study_design_scores_gemma":[0.0000147467,0.001464089,0.9973194,0.000008174153,0.00004805197,0.0004958217,0.00008011697,0.00003069451,0.0003537849,0.000006122922,0.0001763203,0.000002728141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974147,0.001349589,0.00006766793,0.00005770259,0.000008672272,0.00002196093,0.0001237289,0.000004599138,0.0009513594],"genre_scores_gemma":[0.999395,0.0002359823,0.00003686068,0.00004045888,0.00001463462,0.00001073763,0.00009200256,0.000001091074,0.0001730902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002026021,"threshold_uncertainty_score":0.006777704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01613166546455133,"score_gpt":0.2859743334160839,"score_spread":0.2698426679515326,"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."}}