{"id":"W2017081951","doi":"10.1118/1.4861715","title":"Model‐based dose calculations for COMS eye plaque brachytherapy using an anatomically realistic eye phantom","year":2014,"lang":"en","type":"article","venue":"Medical Physics","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Imaging phantom; Brachytherapy; Dosimetry; Nuclear medicine; Attenuation; Materials science; Voxel; Biomedical engineering; Absorption (acoustics); Monte Carlo method; Optics; Physics; Medicine; Radiation therapy; 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":[0.0004894377,0.0004603891,0.0003908255,0.0005323478,0.0002330701,0.0006915537,0.0006637783,0.0005130302,0.001731463],"category_scores_gemma":[0.0009061154,0.0005017553,0.001001502,0.0005084581,0.0001935905,0.0002991394,0.0003329041,0.0002786836,0.000355739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001355117,"about_ca_system_score_gemma":0.0008752058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006784924,"about_ca_topic_score_gemma":0.007007843,"domain_scores_codex":[0.9998324,0.00003766035,0.00001228309,0.00002507051,0.00008040055,0.00001214334],"domain_scores_gemma":[0.9996005,0.0002253175,0.00006665133,0.00003480631,0.00006428369,0.000008548806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003419289,0.0000586281,0.003587311,0.0008031602,0.0001267266,0.0005526373,0.0003172629,0.8655845,0.09578421,0.001752906,0.0009325997,0.0301581],"study_design_scores_gemma":[0.0001152338,0.0004526084,0.005136616,0.0001304689,0.0002158027,0.0010157,0.0001300268,0.8981888,0.08405229,0.0008560393,0.009643421,0.00006298235],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6478104,0.006203909,0.3164777,0.000355728,0.00005926081,0.0003422616,0.001982739,0.001725756,0.02504218],"genre_scores_gemma":[0.9450722,0.001555359,0.0488352,0.00007787083,0.00000822078,0.0001273786,0.0005594605,0.0003225859,0.003441655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006784924,"threshold_uncertainty_score":0.01349086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05111995145681194,"score_gpt":0.3825808868853434,"score_spread":0.3314609354285315,"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."}}