{"id":"W4409433758","doi":"10.1016/j.ijrobp.2025.01.012","title":"Radiation Is Your Friend: Somewhere in Between the Involved Field and Involved Site Is Back","year":2025,"lang":"en","type":"letter","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Cancer Foundation","funders":"","keywords":"Field (mathematics); Mathematics","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":[0.001520771,0.0006708333,0.0009461305,0.0005054327,0.007260337,0.003436477,0.001164218,0.03827346,0.01424646],"category_scores_gemma":[0.01352379,0.0006216316,0.001091547,0.0005061807,0.00184802,0.00372208,0.001560804,0.03362048,0.00600419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004233688,"about_ca_system_score_gemma":0.004705529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009005615,"about_ca_topic_score_gemma":0.01959101,"domain_scores_codex":[0.9984969,0.0003739203,0.0001570725,0.00019158,0.0004144657,0.0003660027],"domain_scores_gemma":[0.9965071,0.001187505,0.0002576404,0.0001228535,0.0006001521,0.001324712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006339284,0.00008982038,0.002377466,0.00005687067,0.0000191362,0.01945249,0.0004480747,0.00007850098,0.0002811786,0.002982802,0.9664817,0.00766853],"study_design_scores_gemma":[0.00008137384,0.0001577953,0.003116082,0.0003861661,0.00005314878,0.02858791,0.003353629,0.0005288121,0.0002353014,0.01164919,0.9517815,0.00006916034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001289979,0.0006388386,0.00008862584,0.9757179,0.01521447,0.00001328364,0.00002682643,0.00002397799,0.006986017],"genre_scores_gemma":[0.01576856,0.001531084,0.0004756393,0.9193076,0.02577506,0.00003600623,0.00003536993,0.00005596322,0.03701461],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03827346,"threshold_uncertainty_score":0.04765916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02321656488914159,"score_gpt":0.32987093473569,"score_spread":0.3066543698465484,"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."}}