{"id":"W4414084616","doi":"10.1002/mp.18088","title":"Development and characterization of a prototype selenium‐75 high dose rate brachytherapy source","year":2025,"lang":"en","type":"article","venue":"Medical Physics","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McMaster University; Jewish General Hospital","funders":"Institut TransMedTech; Fonds de recherche du Québec – Nature et technologies; Canadian Institutes of Health Research; Alliance de recherche numérique du Canada; Canada First Research Excellence Fund; Canada Research Chairs","keywords":"Brachytherapy; Dose rate; Dosimetry; Medical imaging; Characterization (materials science)","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":[0.0003167514,0.0002299369,0.000268348,0.0002362209,0.0001686227,0.0004382803,0.000593552,0.0004638417,0.001107485],"category_scores_gemma":[0.0005255678,0.000161609,0.0003410258,0.0001958963,0.0001854127,0.0002511379,0.0002505417,0.0001690219,0.000468425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000576198,"about_ca_system_score_gemma":0.0005622952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005771107,"about_ca_topic_score_gemma":0.0006541574,"domain_scores_codex":[0.9997975,0.00001901661,0.00001017688,0.00003721915,0.0001206093,0.0000155016],"domain_scores_gemma":[0.9996172,0.0000621815,0.00008742828,0.00007075824,0.0001348001,0.00002761272],"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":[0.0002128636,0.00003915438,0.002910409,0.0002347821,0.00002806782,0.0003177898,0.0001923227,0.01040748,0.9673777,0.0007359982,0.0005061399,0.0170373],"study_design_scores_gemma":[0.00006312581,0.00141192,0.00789026,0.0000294203,0.00006549451,0.0006846431,0.00008636375,0.01881418,0.9576169,0.0001702079,0.01312924,0.00003825376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8659108,0.0004188546,0.1258899,0.0001368501,0.00005581837,0.0004228668,0.0005633309,0.001049513,0.005552027],"genre_scores_gemma":[0.9569091,0.0001347576,0.03848944,0.00002690397,0.000004778466,0.0001394213,0.0002664931,0.0001112538,0.003917785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001107485,"threshold_uncertainty_score":0.00418061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009471447286448336,"score_gpt":0.2620864099778955,"score_spread":0.2526149626914472,"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."}}