{"id":"W3127096566","doi":"10.1016/j.brachy.2020.12.009","title":"Dosimetric investigation of 103Pd permanent breast seed implant brachytherapy based on Monte Carlo calculations","year":2021,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia; Carleton University","funders":"Ontario Ministry of Research and Innovation; Canada Research Chairs","keywords":"Medicine; Implant; Brachytherapy; Nuclear medicine; Monte Carlo method; Breast cancer; Dosimetry; Radiology; Radiation therapy; Cancer; Surgery; Internal medicine","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":[0.0004016079,0.000267764,0.0004116752,0.0003691796,0.000198274,0.0005190147,0.0004323425,0.0003631933,0.001469548],"category_scores_gemma":[0.0009983649,0.0003780282,0.0003395835,0.0008416646,0.0002827335,0.0002065617,0.0001871259,0.0002652296,0.0002479477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007332307,"about_ca_system_score_gemma":0.0003665744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001793059,"about_ca_topic_score_gemma":0.001388787,"domain_scores_codex":[0.9997661,0.0000617052,0.000008500246,0.0000305441,0.0001157123,0.00001749667],"domain_scores_gemma":[0.9995056,0.0003306148,0.00005719356,0.00004488039,0.00004893765,0.00001267311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002447019,0.0001999353,0.01085485,0.0008646256,0.0001506061,0.0005977783,0.0006853277,0.2622082,0.6792369,0.00540804,0.0006655331,0.03668119],"study_design_scores_gemma":[0.00009107887,0.001450739,0.03098549,0.00006217688,0.0002484768,0.001283197,0.0002111275,0.3156901,0.6430693,0.0009823843,0.005822464,0.000103582],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9005383,0.004345562,0.08012597,0.0001346901,0.00004465391,0.0001299663,0.0002746844,0.0003804562,0.01402576],"genre_scores_gemma":[0.9917554,0.000570347,0.005817576,0.00001233052,0.000004207876,0.00002435644,0.00006065716,0.00008039769,0.001674681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001793059,"threshold_uncertainty_score":0.005319953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014759134833463,"score_gpt":0.2468379913293683,"score_spread":0.2366903999810337,"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."}}