{"id":"W4411049383","doi":"10.1002/mp.17927","title":"Characterization of a shielded beam current transformer for ultra‐high dose rate (FLASH) electron beam monitoring and dose reporting","year":2025,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; National Research Council Canada; Université Laval; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de recherche du Québec","keywords":"Dose profile; Materials science; Shielded cable; Linear particle accelerator; Dosimetry; Dosimeter; Beam (structure); Irradiation; Cathode ray; Absorbed dose; Optics; Electron; Radiation; Nuclear medicine; Physics; Electrical engineering; Nuclear physics; 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":[0.0007288171,0.0002690658,0.0002424112,0.0003522346,0.0001576575,0.0004465213,0.0006511199,0.0003575202,0.0008146057],"category_scores_gemma":[0.002255589,0.0001680229,0.0001861635,0.0003896473,0.0002570373,0.0004396631,0.0002643447,0.0002407344,0.0003152656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004133071,"about_ca_system_score_gemma":0.0005801417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000516605,"about_ca_topic_score_gemma":0.0007163071,"domain_scores_codex":[0.999463,0.00006896205,0.00003612372,0.00006840281,0.0003320691,0.00003150659],"domain_scores_gemma":[0.9980077,0.0004054617,0.0003892061,0.0001988921,0.0009041618,0.00009466425],"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":[0.0002319141,0.00005036768,0.003590016,0.0001249106,0.00001636051,0.0001490558,0.0001218098,0.0016088,0.9750482,0.0003008253,0.0005439523,0.01821372],"study_design_scores_gemma":[0.00001883307,0.0004300302,0.003876284,0.00001125218,0.00002600605,0.0004182827,0.00004499382,0.01178935,0.9795629,0.00005627494,0.00375264,0.00001312343],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8520594,0.0009854604,0.1431824,0.0002675396,0.0001422132,0.0003010698,0.0004801615,0.0009641519,0.001617707],"genre_scores_gemma":[0.9675558,0.0002518971,0.03046232,0.00008666944,0.00001315274,0.00007024557,0.000197092,0.00008751437,0.001275284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008146057,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217432065970513,"score_gpt":0.3135538556504094,"score_spread":0.3013795349907043,"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."}}