{"id":"W2148262548","doi":"10.1001/archotol.131.2.140","title":"Submandibular Gland Transfer for Prevention of Xerostomia After Radiation Therapy: Swallowing Outcomes","year":2005,"lang":"en","type":"article","venue":"Archives of Otolaryngology - Head and Neck Surgery","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Misericordia Community Hospital","funders":"University of Alberta","keywords":"Medicine; Swallowing; Head and neck cancer; Surgery; Pharynx; Bolus (digestion); Radiation therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001026155,0.0003713608,0.0008696686,0.0002770387,0.0002740264,0.0003512743,0.0002068092,0.0004988037,0.001146934],"category_scores_gemma":[0.001367298,0.0001277476,0.0007466407,0.0003022879,0.000282833,0.0003113924,0.0002436276,0.0004746217,0.0001304632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002434544,"about_ca_system_score_gemma":0.0005699956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002955629,"about_ca_topic_score_gemma":0.0005835406,"domain_scores_codex":[0.9996833,0.0001045538,0.00002310801,0.0000480153,0.00008315602,0.00005790574],"domain_scores_gemma":[0.9993356,0.0001736002,0.0002878708,0.00002377578,0.00003489279,0.0001442525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1888446,0.01374526,0.6204841,0.001012291,0.002007513,0.0007577708,0.0002728935,0.001247692,0.01299212,0.00007192799,0.000885097,0.1576788],"study_design_scores_gemma":[0.01628655,0.2134981,0.7639388,0.00009888741,0.000953994,0.0009192693,0.0001377873,0.0007370974,0.002619509,0.0000536398,0.0007361227,0.00002019662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990215,0.0006457891,0.00003570388,0.00003406395,0.00000767305,0.00006048228,0.0000457223,0.000002021228,0.0001470974],"genre_scores_gemma":[0.9993618,0.0002367313,0.0000764769,0.00003798097,0.00003093015,0.00006400191,0.0001088779,5.679861e-7,0.00008255548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001146934,"threshold_uncertainty_score":0.005426884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01880775656380573,"score_gpt":0.2691987341070594,"score_spread":0.2503909775432537,"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."}}