{"id":"W4386905525","doi":"10.14740/wjon1645","title":"Update on Radiotherapy Changes of Nasopharyngeal Carcinoma Tumor Microenvironment","year":2023,"lang":"en","type":"review","venue":"World Journal of Oncology","topic":"Cancer-related molecular mechanisms research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Tumor microenvironment; Immune system; Nasopharyngeal carcinoma; Cancer research; Medicine; Radiation therapy; Angiogenesis; Hypoxia (environmental); Immunology; Chemistry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007222925,0.0003932348,0.001718842,0.0007152286,0.00004390722,0.00001127808,0.0006997425,0.0003500985,0.0001488354],"category_scores_gemma":[0.00005429709,0.000331182,0.0007007059,0.0003284508,0.00015717,0.00000215609,0.0001951044,0.0007750936,0.00003089449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004456596,"about_ca_system_score_gemma":0.0009446996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006114415,"about_ca_topic_score_gemma":0.00006902284,"domain_scores_codex":[0.9973657,0.000513041,0.0009057032,0.0003932,0.0003887197,0.0004336287],"domain_scores_gemma":[0.9978194,0.00007984961,0.0013376,0.0004740373,0.0001020965,0.0001870223],"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":[0.0005927634,0.0003228511,0.000001288478,0.002736449,0.001623089,0.001027076,0.00002747654,0.00004682037,0.03022938,0.00005891089,0.02049858,0.9428353],"study_design_scores_gemma":[0.0009683272,0.003670929,0.000002913202,0.001446627,0.0003187182,0.0006652605,0.000007817397,0.00000133083,0.008998686,0.0000111718,0.9836779,0.0002303207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001850987,0.9976845,0.0001774807,0.0003134993,0.0008217329,0.0004956081,0.00006764575,0.000004318175,0.0002501417],"genre_scores_gemma":[0.000120062,0.9964578,0.0006089377,0.0003262434,0.001040144,0.00003595478,0.00006918704,0.0001271605,0.001214508],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9631793,"threshold_uncertainty_score":0.9999141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03897466230384086,"score_gpt":0.3559197078672895,"score_spread":0.3169450455634487,"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."}}