{"id":"W2889681772","doi":"10.1002/hed.25339","title":"Combination of submandibular salivary gland transfer and intensity‐modulated radiotherapy to reduce dryness of mouth (xerostomia) in patients with head and neck cancer","year":2018,"lang":"en","type":"article","venue":"Head & Neck","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Medical Association; University of Alberta Hospital; Alberta Hospital Edmonton; Alberta Cancer Foundation; University of Alberta","funders":"Alberta Cancer Foundation","keywords":"Medicine; Head and neck cancer; Radiation therapy; Tomotherapy; Salivary gland; Quality of life (healthcare); Submandibular gland; Parotid gland; Cancer; Surgery; Radiology; Internal medicine; Dentistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000682706,0.0001254754,0.0003742465,0.0001522282,0.00004241617,0.000006087891,0.00002776726,0.00007373978,0.00003497672],"category_scores_gemma":[0.00001252864,0.00009898034,0.0000201601,0.0002773314,0.0001333587,0.00006790442,0.000009702888,0.00007548316,4.569665e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002679114,"about_ca_system_score_gemma":0.00004278461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001655574,"about_ca_topic_score_gemma":0.0005078756,"domain_scores_codex":[0.9992218,0.00002242941,0.0002280848,0.0002190667,0.0001572503,0.0001513739],"domain_scores_gemma":[0.9994764,0.00001617067,0.00003521481,0.0001586651,0.0002151912,0.00009833948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00606724,0.0004102717,0.9862732,0.0001130156,0.00005449936,0.00000196292,0.002195328,0.00000692888,0.002746793,0.00002075692,0.0001474773,0.001962513],"study_design_scores_gemma":[0.01197583,0.002058142,0.9833602,0.000400487,0.00005131584,0.000004708287,0.00009935197,0.0002312848,0.001557514,0.00002925028,0.0001233616,0.0001085577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982468,0.0004152795,0.0001104227,0.0004764808,0.00008579358,0.000549504,0.00002800957,0.00001394205,0.00007371195],"genre_scores_gemma":[0.999293,0.00009163252,0.0001691389,0.000301522,0.00002883347,0.00001186397,0.00004145219,0.00001860042,0.00004397114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005908594,"threshold_uncertainty_score":0.4036301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298581204523766,"score_gpt":0.2649792022639949,"score_spread":0.2519933902187572,"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."}}