{"id":"W1591739137","doi":"10.1120/jacmp.v16i2.4973","title":"Comparison between an in‐house 1D profile correction method and a 2D correction provided in Varian's PDPC Package for improving the accuracy of portal dosimetry images","year":2015,"lang":"en","type":"article","venue":"Journal of Applied Clinical Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Dosimetry; Calibration; Nuclear medicine; Mathematics; Computer science; Physics; Statistics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003230142,0.0001768153,0.0007830711,0.00007231065,0.00004301343,0.00002749834,0.000262162,0.000159138,0.00001030809],"category_scores_gemma":[0.0007345207,0.0001256029,0.000138902,0.0002595543,0.0001540412,0.0003027201,0.00005488379,0.001128151,2.324691e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005152193,"about_ca_system_score_gemma":0.0003165616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007981261,"about_ca_topic_score_gemma":0.000005002963,"domain_scores_codex":[0.997478,0.0002275946,0.001397052,0.0002418887,0.0004358748,0.000219599],"domain_scores_gemma":[0.9952705,0.002776423,0.001372584,0.0002057236,0.0001448346,0.0002299634],"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":[0.0007479605,0.001071389,0.1083467,0.00003516626,0.00009419859,0.000002547089,0.0006704479,0.0001192337,0.002119571,0.0006376876,0.001195903,0.8849592],"study_design_scores_gemma":[0.03921762,0.01396006,0.1475284,0.00123693,0.001253966,0.00004658397,0.01057889,0.165284,0.4091535,0.2073538,0.002038277,0.002347934],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1772226,0.00002486612,0.8213184,0.0001006095,0.0004932125,0.0006672469,0.000008713344,0.00002310677,0.0001412251],"genre_scores_gemma":[0.9683606,0.000007349421,0.03004184,0.00006751216,0.001433795,0.00004076138,0.000008245484,0.00003527086,0.000004613511],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8826113,"threshold_uncertainty_score":0.5121937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0454997662310779,"score_gpt":0.4220415449164105,"score_spread":0.3765417786853327,"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."}}