{"id":"W4388698859","doi":"10.1088/1742-6596/2630/1/012004","title":"CT and CBCT imaging of gel dosimeters: a review of the state of the art","year":2023,"lang":"en","type":"review","venue":"Journal of Physics Conference Series","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kelowna General Hospital; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Dosimeter; Cone beam computed tomography; Cone beam ct; Dosimetry; Medical physics; Medicine; Image-guided radiation therapy; Computed tomography; Nuclear medicine; Radiology; Materials science","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":[0.001647144,0.0009677339,0.002038615,0.0044095,0.0002189346,0.001460272,0.00110356,0.001336865,0.003587819],"category_scores_gemma":[0.002242674,0.0006071372,0.0009332169,0.003262268,0.0007328514,0.001521235,0.0006059969,0.001250669,0.002023364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005192225,"about_ca_system_score_gemma":0.001176398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001334152,"about_ca_topic_score_gemma":0.001346682,"domain_scores_codex":[0.9993753,0.0001045684,0.000101831,0.0001217086,0.0002641761,0.00003252811],"domain_scores_gemma":[0.9982493,0.001137825,0.0001744602,0.00003878567,0.0003603703,0.00003931741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007552302,0.00006014757,0.0004002514,0.02787628,0.000129555,0.0001594203,0.00007537961,0.0003560173,0.002795032,0.001587545,0.01024803,0.9562368],"study_design_scores_gemma":[0.00002630339,0.0002954657,0.003859521,0.0174325,0.0005423896,0.00629385,0.0001952205,0.0004569198,0.004128393,0.002010901,0.9646688,0.00008976089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001300939,0.9989538,0.0002340065,0.00009439592,0.00006828018,0.000004661144,0.00001738171,0.000007721756,0.0004896157],"genre_scores_gemma":[0.001058424,0.9978975,0.000514617,0.00009671472,0.0001243629,0.00001005659,0.00003519303,0.000005091462,0.0002579947],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0044095,"threshold_uncertainty_score":0.01200241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03400612540526107,"score_gpt":0.3302907286709462,"score_spread":0.2962846032656851,"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."}}