{"id":"W2055179040","doi":"10.1016/j.ijrobp.2009.09.054","title":"Measuring Interfractional and Intrafractional Motion With Cone Beam Computed Tomography and an Optical Localization System for Lower Extremity Soft Tissue Sarcoma Patients Treated With Preoperative Intensity-Modulated Radiation Therapy","year":2010,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Mount Sinai Hospital; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Isocenter; Cone beam computed tomography; Nuclear medicine; Radiation therapy; Soft tissue; Radiation treatment planning; Radiology; Computed tomography","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":[0.0002729626,0.0002623806,0.0003899297,0.000195216,0.0001898839,0.0000820451,0.0001530203,0.000170456,0.00001506281],"category_scores_gemma":[0.0000278008,0.0002111808,0.00005940583,0.000150386,0.0002653365,0.0009024016,0.00002042058,0.0004349108,3.232625e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000226443,"about_ca_system_score_gemma":0.0001180639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002588574,"about_ca_topic_score_gemma":0.000005521109,"domain_scores_codex":[0.9986488,0.0001199101,0.0004895671,0.0003294173,0.0002344329,0.0001779164],"domain_scores_gemma":[0.9969609,0.0002472957,0.0008250346,0.0001074395,0.001733258,0.0001260345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002128433,0.0007446227,0.7973326,0.000006994921,0.0006905724,0.000002014141,0.0003048515,0.001738266,0.01268233,0.003761827,0.0000292194,0.1805782],"study_design_scores_gemma":[0.03235384,0.01163114,0.6646537,0.0002750045,0.0003870012,0.0003699066,0.0003262498,0.149322,0.1285088,0.005710475,0.005039274,0.001422624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5485665,0.00002734694,0.4505594,0.00007617829,0.0003232042,0.0003365469,0.00004961206,0.00004117697,0.00002011277],"genre_scores_gemma":[0.984459,0.00002174556,0.01387701,0.00009041237,0.001016991,0.00003695651,0.0004585293,0.00003667174,0.00000261818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4366823,"threshold_uncertainty_score":0.8611704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127752439434121,"score_gpt":0.2807408117273163,"score_spread":0.2694632873329751,"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."}}