{"id":"W2460800487","doi":"10.1017/s0022215116008100","title":"Survival and quality of life in oropharyngeal cancer patients treated with primary chemoradiation after salivary gland transfer","year":2016,"lang":"en","type":"article","venue":"The Journal of Laryngology & Otology","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Salivary gland; Medicine; Salivary gland cancer; Head and neck cancer; Quality of life (healthcare); Submandibular gland; Cancer; Dry mouth; Head and neck squamous-cell carcinoma; Survival rate; Internal medicine; Surgery; Oncology; Gastroenterology; Saliva","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":[0.0003715264,0.0001107524,0.0005908172,0.0001260782,0.00002369696,0.000001227108,0.00005932346,0.0001173275,0.0001902771],"category_scores_gemma":[0.00005963131,0.00005108363,0.00004828225,0.0001131742,0.0002546932,0.00007942572,0.00001330448,0.0001528372,9.3222e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003117604,"about_ca_system_score_gemma":0.0001307863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004257994,"about_ca_topic_score_gemma":0.0004865717,"domain_scores_codex":[0.9988143,0.0003174913,0.0004787284,0.00009987425,0.0001289045,0.0001606443],"domain_scores_gemma":[0.999182,0.000315201,0.000165058,0.0001149183,0.0001418327,0.00008099692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01456263,0.0002694053,0.9819342,0.00004470957,0.0001527065,0.00001863134,0.000242416,0.000001030009,0.002069101,0.000036111,0.00007058024,0.0005984624],"study_design_scores_gemma":[0.0100348,0.001317572,0.9879804,0.00004177838,0.0001793174,0.0000917194,0.00004892804,0.000001717582,0.0001440279,0.00003670219,0.00006169795,0.00006131448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959045,0.00129431,0.0001069176,0.002008024,0.0001041971,0.0001706022,0.0000220821,0.000003866356,0.0003854785],"genre_scores_gemma":[0.9984123,0.0008533215,0.00002105182,0.0005824634,0.00006694645,0.000007797603,0.000006142328,0.00001033058,0.00003964018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006046211,"threshold_uncertainty_score":0.2083401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709548145915461,"score_gpt":0.2578494303209657,"score_spread":0.2407539488618111,"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."}}