{"id":"W4409147840","doi":"10.1002/mp.17802","title":"Electron beam reference dosimetry measurements obtained at multiple institutions using the Addendum to AAPM's TG‐51 protocol","year":2025,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; National Research Council Canada","funders":"","keywords":"Dosimetry; Addendum; Monitor unit; Ionization chamber; Nuclear medicine; Linear particle accelerator; Medical physics; Beam energy; Physics; Beam (structure); Ionization; Optics; Medicine","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":[0.01787963,0.0009259595,0.0005616292,0.002552619,0.001463306,0.001345738,0.002293685,0.001070992,0.02094334],"category_scores_gemma":[0.02149073,0.0006042157,0.0008631928,0.001823896,0.0009174336,0.0009994621,0.002368439,0.0009751702,0.007148388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001731842,"about_ca_system_score_gemma":0.004099933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002490008,"about_ca_topic_score_gemma":0.003712089,"domain_scores_codex":[0.9777805,0.009190676,0.003156943,0.001916914,0.007451106,0.000503766],"domain_scores_gemma":[0.9705419,0.004707263,0.002127638,0.009589359,0.01253887,0.0004949243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009231214,0.001551517,0.1264725,0.004291356,0.000408933,0.0009827828,0.003877041,0.006325429,0.1307352,0.01464831,0.1688398,0.5326359],"study_design_scores_gemma":[0.0006829023,0.004026932,0.2088655,0.001124566,0.0004546935,0.002067561,0.0009828651,0.002293551,0.2149995,0.0034595,0.5607741,0.0002683759],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2469508,0.004714534,0.3936143,0.003203866,0.002068672,0.04856487,0.05161955,0.00966865,0.2395948],"genre_scores_gemma":[0.5135877,0.002015385,0.322897,0.002233144,0.000394176,0.05677713,0.03825909,0.002150416,0.06168607],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02094334,"threshold_uncertainty_score":0.09455758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05777451252389684,"score_gpt":0.3784759879413507,"score_spread":0.3207014754174539,"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."}}