{"id":"W1984800025","doi":"10.1118/1.1485054","title":"Relative biological effectiveness enhancement of a brachytherapy seed with characteristic x rays from its constitutive materials","year":2002,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"National Cancer Institute; Natural Sciences and Engineering Research Council of Canada","keywords":"Brachytherapy; Relative biological effectiveness; Monte Carlo method; Materials science; Dosimetry; Nuclear medicine; Isotope; Radiochemistry; Physics; Medicine; Optics; Chemistry; Radiation therapy; Radiation; Radiology; Mathematics; Nuclear physics; Statistics","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":[0.0002534312,0.0002549279,0.0001880395,0.0001639736,0.00009344227,0.0003218367,0.0001605726,0.0002129639,0.0006502263],"category_scores_gemma":[0.0006014368,0.0001779563,0.0001693247,0.0001451222,0.0002735122,0.0002162748,0.0002709466,0.0001482408,0.0002021911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000312536,"about_ca_system_score_gemma":0.0001330649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003272138,"about_ca_topic_score_gemma":0.0004207565,"domain_scores_codex":[0.9999089,0.00001761228,0.000004507042,0.0000211707,0.00003369966,0.00001404444],"domain_scores_gemma":[0.999688,0.0001483394,0.00008284574,0.00002000793,0.00003954941,0.00002127212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001358946,0.00000656159,0.0006422214,0.00006594264,0.000009495545,0.00005418187,0.00004152038,0.002422038,0.9944375,0.0002865819,0.00001966898,0.001878403],"study_design_scores_gemma":[0.00001184873,0.0004821329,0.003578059,0.000007510584,0.0000440809,0.0001732813,0.00002385828,0.004158712,0.9902903,0.00006016876,0.001162601,0.000007434532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787974,0.001470511,0.01614778,0.00002795084,0.0000114489,0.00001445917,0.0000314225,0.0001056098,0.003393425],"genre_scores_gemma":[0.9952075,0.0002723685,0.003741557,0.000009894604,0.000002583568,0.000006741077,0.00002200311,0.00003532907,0.0007019535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006502263,"threshold_uncertainty_score":0.002267599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734895500489037,"score_gpt":0.2692432346799126,"score_spread":0.2518942796750222,"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."}}