{"id":"W1979600230","doi":"10.1118/1.3271104","title":"Monte Carlo dosimetry for and eye plaque brachytherapy with various seed models","year":2009,"lang":"en","type":"article","venue":"Medical Physics","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Canada Research Chairs; Ontario Innovation Trust; Canada Foundation for Innovation; Carleton University","keywords":"Silastic; Brachytherapy; Dosimetry; Monte Carlo method; Sclera; Materials science; Silicone; Biomedical engineering; Nuclear medicine; Optics; Medicine; Physics; Radiation therapy; Mathematics; Composite material; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008517656,0.0004369825,0.0003087764,0.0004190267,0.0002786251,0.0005943018,0.0003832605,0.0004297288,0.001253371],"category_scores_gemma":[0.001643361,0.0003755863,0.000697887,0.0006606414,0.0002293239,0.0002073945,0.0003131692,0.0002382215,0.0002833323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001627946,"about_ca_system_score_gemma":0.000614178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005135675,"about_ca_topic_score_gemma":0.005105217,"domain_scores_codex":[0.999693,0.00009282187,0.00001974521,0.00005395593,0.0001159266,0.00002452466],"domain_scores_gemma":[0.9992346,0.0004342207,0.0001072198,0.0001055997,0.00009784767,0.00002066121],"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":[0.001065091,0.00006377175,0.02074513,0.0002909878,0.0002337321,0.000225409,0.0003511492,0.894517,0.05756757,0.002585648,0.0007042794,0.02165022],"study_design_scores_gemma":[0.0002785593,0.0008070663,0.03131137,0.0001063075,0.000339336,0.0009295169,0.000113327,0.8298937,0.1271473,0.002121207,0.00683268,0.0001195304],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8400839,0.002281164,0.1451375,0.0001216088,0.00001928104,0.0001792847,0.000791068,0.0009464328,0.01043967],"genre_scores_gemma":[0.9792039,0.0003073121,0.01889606,0.00002676805,0.000002849519,0.00007620405,0.0004280981,0.000198042,0.0008608784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005135675,"threshold_uncertainty_score":0.01181167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123397541458625,"score_gpt":0.2876403083647116,"score_spread":0.2753005542188491,"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."}}