{"id":"W2005590812","doi":"10.1088/0031-9155/59/10/2381","title":"Design and validation of novel scattering foils for modulated electron radiation therapy","year":2014,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Montreal General Hospital","funders":"Canadian Institutes of Health Research","keywords":"FOIL method; Materials science; Scattering; Monte Carlo method; Electron; Radiation; Beam (structure); Cathode ray; Beamline; Atomic physics; Optics; Physics; Nuclear physics; Composite material","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":[0.001038807,0.0005876889,0.000381952,0.0004752643,0.0003098111,0.0006553355,0.000784675,0.0008300015,0.0009512333],"category_scores_gemma":[0.001855366,0.0004031019,0.0005326711,0.000323274,0.0002880968,0.0005051428,0.0003849552,0.0002789616,0.0006016444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006330183,"about_ca_system_score_gemma":0.0007184524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003261051,"about_ca_topic_score_gemma":0.0005256796,"domain_scores_codex":[0.9995593,0.0000614002,0.00004876324,0.00007914618,0.0002051389,0.00004618158],"domain_scores_gemma":[0.9985898,0.0002049758,0.0004534338,0.0001998924,0.0004591685,0.00009267488],"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":[0.0003139177,0.00009959454,0.0026233,0.0005192445,0.00005143676,0.0004121051,0.0001573244,0.02735859,0.9468206,0.001489031,0.0005359636,0.01961896],"study_design_scores_gemma":[0.00006847531,0.001584492,0.002930125,0.00006401663,0.00009746218,0.00086374,0.0001159815,0.0272,0.9503794,0.0002334017,0.01640134,0.00006159936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8260307,0.002251019,0.1630114,0.0002460063,0.0005399783,0.0006228326,0.0005414773,0.0008914619,0.005865077],"genre_scores_gemma":[0.8258706,0.001060639,0.1689695,0.00006118973,0.00003386192,0.0002240386,0.0003795064,0.0001908107,0.003209911],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001038807,"threshold_uncertainty_score":0.00549376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09969169235889334,"score_gpt":0.3812022247128637,"score_spread":0.2815105323539703,"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."}}