{"id":"W2090126617","doi":"10.1118/1.4894907","title":"Poster - Thur Eve - 47: Monte Carlo Simulation of Scp, Sc and Sp","year":2014,"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":"Grand River Hospital","funders":"","keywords":"Monte Carlo method; Imaging phantom; Kerma; Physics; Computational physics; Linear particle accelerator; Beam (structure); Scattering; Dosimetry; Photon; Field (mathematics); Percentage depth dose curve; Optics; Ionization chamber; Nuclear medicine; Mathematics; Statistics; Ionization","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":[0.000565529,0.0004143045,0.0004895803,0.0004265011,0.0005149649,0.0006916819,0.0006787944,0.000968611,0.009867828],"category_scores_gemma":[0.001537491,0.0003149129,0.0007022319,0.0004916694,0.0003045268,0.0004796041,0.0004379462,0.0006032503,0.001205881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005536138,"about_ca_system_score_gemma":0.0005795719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005319012,"about_ca_topic_score_gemma":0.003331953,"domain_scores_codex":[0.9997545,0.00008421417,0.00001156986,0.00003060574,0.00008207708,0.00003704637],"domain_scores_gemma":[0.9991149,0.0004919248,0.0000436133,0.00008945542,0.0002056155,0.00005452084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001173123,0.00006160628,0.001928315,0.00007108789,0.00003604862,0.0001061146,0.00004347398,0.9780434,0.002857986,0.005878858,0.002103293,0.008752417],"study_design_scores_gemma":[0.000008421706,0.00001922482,0.0002282594,0.000005682403,0.000004379244,0.00001665316,0.000005263319,0.9962573,0.002037041,0.0006229485,0.0007879972,0.000006911445],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.4286873,0.001056483,0.4638481,0.001065385,0.0005133428,0.000277705,0.002760382,0.004457215,0.09733408],"genre_scores_gemma":[0.8922424,0.0002601779,0.09161324,0.0001580987,0.00005411991,0.000235744,0.001213409,0.0006459506,0.01357682],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009867828,"threshold_uncertainty_score":0.03301114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008346857497661076,"score_gpt":0.2801088905349057,"score_spread":0.2717620330372447,"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."}}