{"id":"W2140880560","doi":"10.1016/j.ejmp.2011.08.002","title":"Dosimetric impact of fiducial markers in patients undergoing photon beam radiation therapy","year":2011,"lang":"en","type":"article","venue":"Physica Medica","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Fiducial marker; Nuclear medicine; Radiation therapy; Radiation; Beam (structure); Photon; Radiation treatment planning; Monte Carlo method; Physics; Optics; Medicine; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009181676,0.000142197,0.0002265692,0.0001655929,0.00002884286,0.000004269167,0.0001584893,0.00003233442,0.0004478511],"category_scores_gemma":[0.00001349666,0.0001211545,0.0001173493,0.0005129118,0.00005562984,0.0001714321,0.0000157822,0.0001245734,0.000002023196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008423574,"about_ca_system_score_gemma":0.00009493321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005246673,"about_ca_topic_score_gemma":7.420717e-7,"domain_scores_codex":[0.9991446,0.00004151503,0.0002216177,0.0001825494,0.0002010928,0.0002086893],"domain_scores_gemma":[0.9994268,0.00007755463,0.0001939074,0.0002033654,0.00004044392,0.00005790392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002544919,0.001015622,0.7482486,0.000007789908,0.0001798668,2.865459e-7,0.001392192,0.000008046687,0.002210352,0.0002863868,0.0009152166,0.2454811],"study_design_scores_gemma":[0.002999664,0.001012378,0.9425476,0.00004896357,0.00001290421,4.024307e-8,0.00002933542,0.000183978,0.04947634,0.003138547,0.0002863159,0.0002638922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933355,0.00005821473,0.002336778,0.000006263506,0.00006905662,0.000323589,0.00001572979,0.00003430422,0.003820553],"genre_scores_gemma":[0.9988422,0.00005665336,0.0008643062,0.00001730511,0.0001263561,0.00002948828,0.00003020802,0.00002356548,0.000009873188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2452172,"threshold_uncertainty_score":0.4940535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085636038001871,"score_gpt":0.2719517979396701,"score_spread":0.2610954375596514,"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."}}