{"id":"W2036665707","doi":"10.1118/1.1843471","title":"Three-dimensional IMRT verification with a flat-panel EPID","year":2005,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Medical Association","funders":"","keywords":"Image-guided radiation therapy; Imaging phantom; Thermoluminescent dosimeter; Nuclear medicine; Dosimetry; Dose profile; Dosimeter; Monte Carlo method; Radiation treatment planning; Medical imaging; Isocenter; Materials science; Radiation therapy; Optics; Medicine; Physics; Mathematics; Radiology","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":[0.0008140912,0.0005899174,0.0005607599,0.0006371001,0.0002822086,0.0006503723,0.0007705847,0.0003701926,0.004132214],"category_scores_gemma":[0.00255257,0.0005110806,0.0006813129,0.0004915105,0.0002747256,0.0003865995,0.0009832442,0.0006902509,0.001317878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006234299,"about_ca_system_score_gemma":0.0007842511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008306911,"about_ca_topic_score_gemma":0.0009451043,"domain_scores_codex":[0.9994555,0.00007869692,0.00005494764,0.0001369206,0.0002376845,0.00003623839],"domain_scores_gemma":[0.9992087,0.0001763503,0.0001280656,0.0002717423,0.0001879176,0.00002714793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001187448,0.0001853332,0.01275395,0.0005766035,0.0001418107,0.0005181076,0.0004827139,0.05863221,0.6145858,0.004308722,0.00562101,0.3010062],"study_design_scores_gemma":[0.0001209018,0.0006217334,0.05372118,0.00004012358,0.0001233381,0.001333756,0.00006901801,0.1534125,0.7662167,0.001034281,0.02317142,0.0001349864],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08797581,0.0002685352,0.8985801,0.0001306706,0.00007331814,0.0005059894,0.001550179,0.006529395,0.004386002],"genre_scores_gemma":[0.5237814,0.000139927,0.4703707,0.0001362563,0.0000189187,0.0003987567,0.00148258,0.001080179,0.00259122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004132214,"threshold_uncertainty_score":0.01382363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437561536181323,"score_gpt":0.2685453298279112,"score_spread":0.254169714466098,"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."}}