{"id":"W2765631041","doi":"10.1002/cam4.1221","title":"Common oral complications of head and neck cancer radiation therapy: mucositis, infections, saliva change, fibrosis, sensory dysfunctions, dental caries, periodontal disease, and osteoradionecrosis","year":2017,"lang":"en","type":"review","venue":"Cancer Medicine","topic":"Oral health in cancer treatment","field":"Medicine","cited_by":767,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Northeast Cancer Centre; Health Sciences North","funders":"","keywords":"Mucositis; Medicine; Osteoradionecrosis; Head and neck cancer; Radiation therapy; Soft tissue; Cancer; Oral hygiene; Quality of life (healthcare); Disease; Dentistry; Intensive care medicine; Surgery; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001900235,0.0006459409,0.002549463,0.0003530647,0.0005584056,0.00003756238,0.0001356028,0.0003041326,0.0001619939],"category_scores_gemma":[0.00005109196,0.0005111807,0.0002040464,0.0002964727,0.0008377325,0.000189846,0.00008421121,0.0004696705,0.000003305349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001496095,"about_ca_system_score_gemma":0.00112592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0325371,"about_ca_topic_score_gemma":0.005878979,"domain_scores_codex":[0.9972773,0.0001822953,0.000918001,0.0007480141,0.0004314099,0.0004430083],"domain_scores_gemma":[0.9972124,0.0001667357,0.0008887602,0.0008279387,0.0001922975,0.0007119006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001864174,0.0001598488,0.09131356,0.01299075,0.0005231116,0.00001247718,0.0003039284,2.220478e-7,0.000004779383,0.0000364512,0.003001427,0.891467],"study_design_scores_gemma":[0.003220721,0.0009199034,0.1749291,0.02936622,0.003362767,0.0001412295,0.00005799804,0.00001734497,0.00000357267,0.000007544918,0.7876305,0.0003430615],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006803667,0.982649,0.00000388898,0.003307467,0.001146395,0.003590845,0.002349639,0.000079422,0.00006964237],"genre_scores_gemma":[0.008006256,0.9847472,0.00007424409,0.0006909175,0.001316727,0.003248169,0.001572125,0.0001059164,0.0002384783],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.891124,"threshold_uncertainty_score":0.999734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.174533112894562,"score_gpt":0.4477889282293107,"score_spread":0.2732558153347487,"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."}}