{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001161219,0.0005119565,0.000547633,0.0007216993,0.0004899564,0.001324828,0.0006322354,0.0007529822,0.0022328],"category_scores_gemma":[0.002109826,0.0007703647,0.0008780558,0.001261522,0.0005951339,0.0003275968,0.0004465201,0.0004642201,0.0004270061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003107275,"about_ca_system_score_gemma":0.001051311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008269552,"about_ca_topic_score_gemma":0.006729836,"domain_scores_codex":[0.9994631,0.0001778271,0.00003007258,0.00006751621,0.0002109317,0.00005063124],"domain_scores_gemma":[0.9989192,0.0007037164,0.000150233,0.00009122433,0.00009728976,0.0000382664],"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":[0.003294135,0.0001752797,0.01898392,0.0006795808,0.0004121619,0.0004595804,0.001583059,0.7383609,0.1985191,0.01124779,0.001525782,0.02475873],"study_design_scores_gemma":[0.0003184475,0.001357587,0.04674185,0.0002430178,0.0008934898,0.001852749,0.0004647606,0.5398145,0.3942367,0.003091332,0.01059032,0.000395289],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8261944,0.006665848,0.1311609,0.0005205579,0.00008261691,0.0004030268,0.001082068,0.001223474,0.03266704],"genre_scores_gemma":[0.983459,0.0006138361,0.01179157,0.00006808154,0.000006015063,0.0000761507,0.0002081623,0.0003324924,0.003444829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008269552,"threshold_uncertainty_score":0.02254498,"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."}}