{"id":"W121733475","doi":"10.1118/1.3002412","title":"Monte Carlo dosimetry for and eye plaque brachytherapy","year":2008,"lang":"en","type":"article","venue":"Medical Physics","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; L'Oreal USA","keywords":"Dosimetry; Brachytherapy; Silastic; Sclera; Monte Carlo method; Materials science; Nuclear medicine; Dose profile; Biomedical engineering; Choroidal melanoma; Medicine; Melanoma; Radiation therapy; Radiology; Surgery; Mathematics","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":[0.001227103,0.0003687679,0.0005551658,0.0005635069,0.0004525807,0.0008845091,0.0005540129,0.0005512883,0.003635253],"category_scores_gemma":[0.002676883,0.0004800274,0.0007891181,0.001333785,0.0003498066,0.0002809638,0.0005035527,0.0004812279,0.0007950394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002029469,"about_ca_system_score_gemma":0.0009735637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004919027,"about_ca_topic_score_gemma":0.003856124,"domain_scores_codex":[0.9992443,0.0002427474,0.00002254931,0.0000785969,0.0003530951,0.00005874713],"domain_scores_gemma":[0.998786,0.0007124246,0.0001078973,0.0001854086,0.0001759553,0.00003224174],"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":[0.0007717927,0.0001104643,0.007365727,0.0002756201,0.0001698142,0.0003523085,0.000450397,0.8461492,0.07716282,0.01378955,0.00281039,0.05059185],"study_design_scores_gemma":[0.0001158345,0.0004441426,0.02189883,0.0001056365,0.000141355,0.001492193,0.00009788735,0.8478874,0.08932549,0.00462982,0.03370368,0.0001577069],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3726553,0.005033566,0.5458245,0.0004473897,0.00008966611,0.0004529311,0.001223781,0.002333191,0.07193966],"genre_scores_gemma":[0.8986911,0.001113337,0.0847429,0.0001608337,0.00001712818,0.0002232791,0.0006826209,0.001279299,0.01308951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004919027,"threshold_uncertainty_score":0.01472485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0203533469682217,"score_gpt":0.3128822328666758,"score_spread":0.292528885898454,"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."}}