{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000597197,0.0002440024,0.0005495696,0.0002053534,0.000267617,0.0002412553,0.0001329579,0.000302037,0.0008131776],"category_scores_gemma":[0.0007390674,0.00006840082,0.0005347081,0.0001600477,0.000247484,0.0001994771,0.0001822866,0.0002928377,0.0001114383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001612597,"about_ca_system_score_gemma":0.0003573787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003527605,"about_ca_topic_score_gemma":0.0005743932,"domain_scores_codex":[0.999861,0.00004579443,0.000009203557,0.00001538468,0.00003577364,0.0000328927],"domain_scores_gemma":[0.9997414,0.00007513582,0.00007723131,0.00001622105,0.00001741765,0.0000726584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03295841,0.006809672,0.8037189,0.0004624341,0.0007188645,0.0009825262,0.0002726694,0.000689076,0.009680526,0.00005151753,0.0005056086,0.1431498],"study_design_scores_gemma":[0.00230563,0.09530407,0.8938919,0.00006430385,0.0006864064,0.002347059,0.0002460082,0.0005840842,0.003478421,0.00005939403,0.001018342,0.00001437678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987061,0.001031696,0.00004815721,0.00001991975,0.000008284503,0.00002233207,0.00001691559,0.000002825025,0.0001436767],"genre_scores_gemma":[0.9994209,0.0003138155,0.00006576513,0.00002461808,0.0000185737,0.00001944303,0.00005700575,4.835911e-7,0.00007945736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008131776,"threshold_uncertainty_score":0.003158271,"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."}}