{"id":"W1983277393","doi":"10.1118/1.3612265","title":"SU‐E‐T‐314: Challenges in Radiochromic Film Dosimetry Applied to Microbeam Radiation Therapy (MRT)","year":2011,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Microbeam; Collimator; Dosimetry; Materials science; Micrometer; Optics; Beam (structure); Nuclear medicine; Radiation; Scanner; Physics; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01001019,0.000458269,0.0007639403,0.0006985628,0.0003139096,0.001874718,0.001106179,0.001326808,0.001070748],"category_scores_gemma":[0.01021597,0.000591389,0.0004074535,0.0009879232,0.0007830238,0.0009360044,0.0004121324,0.001039399,0.0005895939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001824464,"about_ca_system_score_gemma":0.001189744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006828429,"about_ca_topic_score_gemma":0.005749764,"domain_scores_codex":[0.9973991,0.001004678,0.0001151885,0.0002618984,0.001147207,0.00007190602],"domain_scores_gemma":[0.9946937,0.003081633,0.000743493,0.0005004155,0.0008446843,0.0001360018],"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":[0.001649893,0.0002442148,0.02611257,0.002772903,0.0004131875,0.0003887197,0.0006683683,0.06786657,0.5576202,0.007316913,0.004608677,0.3303378],"study_design_scores_gemma":[0.0001338598,0.003951279,0.06285956,0.0004951415,0.0004452228,0.004152207,0.0004865743,0.2176874,0.650933,0.006104377,0.05249313,0.0002582235],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5219669,0.1044903,0.3518918,0.005778832,0.0003455309,0.0002961275,0.0007509434,0.003886868,0.0105927],"genre_scores_gemma":[0.8476716,0.01124854,0.1360072,0.0007623988,0.00007830907,0.0001061954,0.0006722662,0.0008334153,0.002620152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01001019,"threshold_uncertainty_score":0.05293959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02427686984085243,"score_gpt":0.2725598968291009,"score_spread":0.2482830269882484,"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."}}