{"id":"W2075866486","doi":"10.1016/j.brachy.2009.03.066","title":"Monte Carlo dosimetry for 125I and 103Pd eye plaque brachytherapy with various seed models","year":2009,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Brachytherapy; Medicine; Dosimetry; Monte Carlo method; Medical physics; Nuclear medicine; Radiology; Radiation therapy; Statistics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001454209,0.0003357676,0.0005639018,0.000128633,0.0001884412,0.00003143138,0.00008000862,0.000260079,0.00002241215],"category_scores_gemma":[0.000007763841,0.0002502498,0.000122587,0.0001769114,0.00009383981,0.0002119733,0.000007346053,0.0002177162,0.00000652314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007750977,"about_ca_system_score_gemma":0.0001112857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005905859,"about_ca_topic_score_gemma":0.00005305907,"domain_scores_codex":[0.9985979,0.00003813933,0.0002496384,0.0004967178,0.0001974258,0.0004201533],"domain_scores_gemma":[0.9991228,0.00008575599,0.0001131057,0.0004010626,0.00007980919,0.0001974522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03866632,0.006183823,0.4377489,0.0002391257,0.005060293,0.001865087,0.005700142,0.001398642,0.01549452,0.007102937,0.002015368,0.4785248],"study_design_scores_gemma":[0.08940345,0.03730948,0.8035201,0.0003723349,0.001204341,0.001436166,0.0002471307,0.01976733,0.01009349,0.01284715,0.02206427,0.001734759],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873525,0.004024185,0.003147949,0.003017773,0.00008846863,0.001479101,0.00002281162,0.0001676098,0.0006995968],"genre_scores_gemma":[0.9836906,0.0007144432,0.008034928,0.005432212,0.0001800188,0.0001003454,0.00002483532,0.00005698733,0.001765597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4767901,"threshold_uncertainty_score":0.999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278030419101995,"score_gpt":0.2822154467337692,"score_spread":0.2694351425427493,"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."}}