{"id":"W2128093725","doi":"10.1002/hed.21461","title":"Submandibular salivary gland transfer for the prevention of radiation‐induced xerostomia in patients with nasopharyngeal carcinoma: 5‐Year outcomes","year":2010,"lang":"en","type":"article","venue":"Head & Neck","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nasopharyngeal carcinoma; Submandibular gland; Salivary gland; Medicine; Saliva; Incidence (geometry); Radiation therapy; Dry mouth; Internal medicine; Gastroenterology; Oncology","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":[0.0001104021,0.0001112068,0.0002355049,0.00007528868,0.00007325123,0.000007548396,0.00005233387,0.00007924231,0.00008753728],"category_scores_gemma":[0.00003390132,0.00006737254,0.00008760754,0.0001305609,0.00003178101,0.0000727435,0.000006129504,0.0001529949,0.000003803756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001379891,"about_ca_system_score_gemma":0.00007457925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001936788,"about_ca_topic_score_gemma":0.000381754,"domain_scores_codex":[0.9992803,0.00001730656,0.0002141051,0.000157473,0.0001683119,0.0001624704],"domain_scores_gemma":[0.9995251,0.00008991204,0.0000336255,0.000231074,0.0000642551,0.0000560157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001177328,0.0003572228,0.9964501,0.00004885989,0.00004268533,9.654907e-7,0.0002250719,0.00000288054,0.0002815298,0.0001897665,0.0002939289,0.0009296688],"study_design_scores_gemma":[0.01178192,0.0007931733,0.986182,0.0000221558,0.0001213694,0.000001480705,0.00004566895,0.0000786989,0.0003596738,0.00007043041,0.0004654983,0.00007798171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976315,0.00008168443,0.0001947842,0.0005327599,0.0002406221,0.001051506,0.00003218243,0.00001626227,0.0002186426],"genre_scores_gemma":[0.9992676,0.000006102559,0.0001192157,0.0001478088,0.00006987552,0.00007168909,0.0001589402,0.00001872257,0.0001400533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01060459,"threshold_uncertainty_score":0.2747372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470245944770911,"score_gpt":0.2589983603552551,"score_spread":0.244295900907546,"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."}}