{"id":"W4413295115","doi":"10.1016/j.ijrobp.2025.08.014","title":"Bowel Bag Dosimetric Parameters for Ultrahypofractionated Pelvic Elective Nodal Irradiation in Prostate Cancer","year":2025,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"Sunnybrook Research Institute","keywords":"Medicine; Prostate cancer; Prostate; Radiology; NODAL; Cancer; Nuclear medicine; Urology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004145253,0.0002397218,0.0002336648,0.0005126311,0.0001145663,0.0005795112,0.0002626742,0.0003119685,0.001347982],"category_scores_gemma":[0.001845488,0.0001541026,0.0003172389,0.0004827986,0.0001308761,0.000349715,0.0004041768,0.0003225924,0.0002108061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003757057,"about_ca_system_score_gemma":0.0002403909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001521762,"about_ca_topic_score_gemma":0.001542742,"domain_scores_codex":[0.999793,0.00008555376,0.00001718906,0.00002108588,0.00006488847,0.0000184408],"domain_scores_gemma":[0.9995353,0.0002165217,0.00012034,0.00004030838,0.00004900084,0.00003857522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01816009,0.0004154636,0.2501458,0.001343195,0.0005335555,0.0006558233,0.0009389953,0.07271201,0.3898511,0.001544542,0.004009436,0.25969],"study_design_scores_gemma":[0.0001825387,0.004827348,0.7577549,0.0001727952,0.0008599922,0.003964204,0.0006522042,0.05411145,0.1650007,0.0006554435,0.01166961,0.0001488105],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647798,0.008557253,0.02018895,0.0002154593,0.00009286444,0.00005470226,0.0009082323,0.0004763198,0.004726508],"genre_scores_gemma":[0.995302,0.0005324808,0.003193703,0.00004611971,0.000008933384,0.00002053445,0.0002938267,0.0001715696,0.0004307968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001521762,"threshold_uncertainty_score":0.004509449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179892972380993,"score_gpt":0.3573069121046509,"score_spread":0.3393176148665516,"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."}}