{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002609814,0.0001790605,0.0003898032,0.00003816992,0.0001713973,0.00001074904,0.0001044262,0.0002380518,0.00004471163],"category_scores_gemma":[0.0001785664,0.0001480561,0.0001366424,0.0001218989,0.0001983422,0.00007631622,0.00001575193,0.000217513,0.0000102781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001056897,"about_ca_system_score_gemma":0.0003716478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005480144,"about_ca_topic_score_gemma":0.00002862044,"domain_scores_codex":[0.9986801,0.00008529891,0.0002559379,0.000304292,0.0003811964,0.0002931426],"domain_scores_gemma":[0.9988914,0.0001792523,0.00008053937,0.0003468478,0.0001055046,0.0003965236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.008245473,0.04309215,0.220771,0.001506897,0.003546885,0.0008096713,0.002315851,0.07602039,0.02110444,0.09515794,0.003192976,0.5242363],"study_design_scores_gemma":[0.006282316,0.0003864436,0.00237485,0.00007376452,0.0002812367,0.000003961326,0.000003844228,0.9792908,0.0008879282,0.009743586,0.0005205942,0.0001506314],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4386094,0.0000192072,0.5594201,0.00122469,0.00009565274,0.0003567814,0.00003022205,0.0000650104,0.0001789596],"genre_scores_gemma":[0.9862002,0.000004288633,0.0097392,0.002973522,0.0004602938,0.0000393813,0.0004932188,0.00003895722,0.00005098286],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9032705,"threshold_uncertainty_score":0.6037554,"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."}}