{"id":"W2046644658","doi":"10.1118/1.2975144","title":"Statistical process control for IMRT dosimetric verification","year":2008,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Elekta","keywords":"Dosimetry; Quality assurance; Radiation treatment planning; Nuclear medicine; Ionization chamber; Pinnacle; Imaging phantom; Head and neck; Medicine; Dose profile; Radiation therapy; Radiosurgery; Medical physics; Linear particle accelerator; Beam (structure); Physics; Radiology; Surgery; Optics","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":[0.1450745,0.002222895,0.002429876,0.004632782,0.001969844,0.004216383,0.00366217,0.001696428,0.004928503],"category_scores_gemma":[0.3076723,0.001505588,0.002448171,0.004862188,0.003733531,0.002792002,0.003562358,0.005012795,0.001213723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003635736,"about_ca_system_score_gemma":0.007291411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007078925,"about_ca_topic_score_gemma":0.00286337,"domain_scores_codex":[0.8444462,0.1090805,0.008385029,0.01086974,0.02536451,0.001854008],"domain_scores_gemma":[0.6572952,0.2388483,0.02250695,0.04563881,0.03465658,0.001054196],"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":[0.003997468,0.0008488033,0.03039583,0.001804999,0.002135186,0.0004447489,0.001874737,0.2435021,0.02026398,0.1661545,0.007058327,0.5215194],"study_design_scores_gemma":[0.0003376243,0.001012588,0.006308304,0.0001661256,0.0002167757,0.0001188985,0.0001312948,0.9340398,0.01602316,0.03312174,0.008404903,0.0001187619],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003008283,0.0001421098,0.9938561,0.00005829915,0.00005620156,0.00051049,0.0001691138,0.001619874,0.0005795303],"genre_scores_gemma":[0.2025184,0.0001451551,0.7892959,0.0001739015,0.0001691755,0.004849467,0.00109552,0.00111926,0.0006333885],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1450745,"threshold_uncertainty_score":0.7672362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297507069736257,"score_gpt":0.3107070363072033,"score_spread":0.2977319656098407,"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."}}