{"id":"W4403787127","doi":"10.1002/mp.17462","title":"E‐Brachy: New dosimetry package for electronic brachytherapy sources","year":2024,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"Jewish General Hospital; Fondation de l'Hôpital général juif; Canada Research Chairs","keywords":"Brachytherapy; Dosimetry; Dose rate; Medical physics; Radioactive source; Materials science; Nuclear medicine; Physics; Optics; Radiation therapy; Medicine; Radiology","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":[0.001413854,0.001370576,0.0007500334,0.001078605,0.0003369252,0.000927514,0.002612381,0.0008560854,0.0453415],"category_scores_gemma":[0.002691371,0.00117478,0.001351693,0.0007886002,0.0004297495,0.001284271,0.001646772,0.001593515,0.01507374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005706039,"about_ca_system_score_gemma":0.0009981708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007095751,"about_ca_topic_score_gemma":0.0008820927,"domain_scores_codex":[0.9993395,0.00008903825,0.00007256294,0.00009141855,0.0003603235,0.00004705649],"domain_scores_gemma":[0.9988192,0.0004231624,0.000139777,0.000240464,0.000334583,0.00004275644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001198555,0.0004674747,0.008098315,0.002912024,0.0004210164,0.001134257,0.000913574,0.1178954,0.09760955,0.03462327,0.3121758,0.4225509],"study_design_scores_gemma":[0.0004283908,0.0002491131,0.007246324,0.0002739842,0.0001338815,0.001326026,0.00005990676,0.2724542,0.1242991,0.0146697,0.5785558,0.0003035847],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004969901,0.000248473,0.7667005,0.0001486215,0.00009609829,0.000304176,0.00904568,0.2099913,0.008495309],"genre_scores_gemma":[0.1072293,0.0009044016,0.6791137,0.000576401,0.0001061594,0.002920735,0.03082739,0.1484141,0.02990781],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0453415,"threshold_uncertainty_score":0.1516824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008481744646702167,"score_gpt":0.2989472289009124,"score_spread":0.2904654842542102,"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."}}