{"id":"W4403361862","doi":"10.1002/acm2.14541","title":"Characterization of novel 3D‐printed metal shielding for brachytherapy applicators","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Clinical Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Cancer Centre; Dalhousie University","funders":"","keywords":"Materials science; Imaging phantom; Brachytherapy; Electromagnetic shielding; Transverse plane; Nuclear medicine; Biomedical engineering; Composite material; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001645094,0.0003614436,0.0001722349,0.0001937689,0.0001071719,0.0003675983,0.0003326315,0.0004986203,0.0006281575],"category_scores_gemma":[0.0005228978,0.0002094615,0.0001999258,0.0001610635,0.0001995502,0.000158433,0.0001309867,0.0001299951,0.0003275406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158585,"about_ca_system_score_gemma":0.0001144559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001484796,"about_ca_topic_score_gemma":0.0002931198,"domain_scores_codex":[0.9997929,0.00002049344,0.0000125424,0.00004849962,0.0001089818,0.00001669805],"domain_scores_gemma":[0.9995944,0.00007180496,0.000151383,0.00005825712,0.00009854512,0.00002572547],"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":[0.00001616506,0.000004768476,0.0001850718,0.00003879845,0.000003872417,0.00005061923,0.00002566481,0.0004977422,0.9979004,0.00001334316,0.0000168528,0.001246623],"study_design_scores_gemma":[0.000004795653,0.0002048436,0.003598082,0.000005604084,0.00001419238,0.0002173695,0.00003217895,0.001606591,0.9930949,0.00001231335,0.00120145,0.000007619751],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825982,0.0007580445,0.01484813,0.00004127543,0.00003919404,0.00003599897,0.0001932944,0.0002227308,0.00126306],"genre_scores_gemma":[0.9819081,0.0003816824,0.01579932,0.00003824237,0.000008762649,0.00003853827,0.0001680225,0.00004678802,0.001610541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006281575,"threshold_uncertainty_score":0.002101362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03093902700957109,"score_gpt":0.3761541615544376,"score_spread":0.3452151345448666,"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."}}