{"id":"W4386570816","doi":"10.1016/j.ctro.2023.100674","title":"Considerations for intensity modulated total body or total marrow and lymphoid irradiation","year":2023,"lang":"en","type":"article","venue":"Clinical and Translational Radiation Oncology","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Irradiation; Total body irradiation; Intensity (physics); Lymphatic system; Bone marrow; Sampling (signal processing); Medicine; Biology; Nuclear medicine; Pathology; Internal medicine; Physics; Chemotherapy; Optics","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":[],"consensus_categories":[],"category_scores_codex":[0.0007686117,0.0001549254,0.000449837,0.0001897033,0.0002263819,0.00002772222,0.00002155718,0.0003498465,0.0001225336],"category_scores_gemma":[0.001981312,0.0001376743,0.0001140457,0.0002226262,0.0002202943,0.0001825766,0.00001203663,0.0001818416,0.00002682199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003614397,"about_ca_system_score_gemma":0.0004307175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006746789,"about_ca_topic_score_gemma":0.00001903451,"domain_scores_codex":[0.9984066,0.0001385562,0.0006648217,0.0004024779,0.0001760061,0.0002115199],"domain_scores_gemma":[0.9954011,0.003841041,0.0001497959,0.0001153415,0.0002466353,0.0002460979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006581353,0.0009784985,0.7675173,0.0003180107,0.0008966175,0.0001163867,0.001389367,0.002541426,0.003774136,0.01587443,0.02185586,0.1781566],"study_design_scores_gemma":[0.00683249,0.001162103,0.8800496,0.00001207207,0.000151407,0.0003678623,0.0000337875,0.102932,0.00003840322,0.004683971,0.003591517,0.0001448335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967044,0.0001824575,0.0008263746,0.02972649,0.0006258623,0.001069937,0.0001285097,0.0001650349,0.0002313697],"genre_scores_gemma":[0.9942147,0.000211472,0.002432213,0.001381782,0.0005457643,0.00008617833,0.0005948822,0.00002082056,0.000512146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1780117,"threshold_uncertainty_score":0.5614193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06106869847350183,"score_gpt":0.3970929758482606,"score_spread":0.3360242773747588,"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."}}