{"id":"W2705598463","doi":"10.1002/mp.12413","title":"Experimental verification of <scp>EGS</scp>nrc Monte Carlo calculated depth doses within a realistic parallel magnetic field in a polystyrene phantom","year":2017,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Imaging phantom; Monte Carlo method; Electromagnet; Magnetic field; Linear particle accelerator; Physics; Beam (structure); Computational physics; Materials science; Nuclear magnetic resonance; Nuclear medicine; Optics; Magnet","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":[0.001334455,0.0004993265,0.0002832326,0.0004729162,0.000430842,0.0004003753,0.000716502,0.0003252017,0.00300192],"category_scores_gemma":[0.002961483,0.0003328809,0.0003208631,0.0004738959,0.0004869006,0.0002383857,0.000466383,0.0003428957,0.0005269013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041868,"about_ca_system_score_gemma":0.000838112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006422793,"about_ca_topic_score_gemma":0.004966369,"domain_scores_codex":[0.9991969,0.0001383686,0.00004531202,0.00007109706,0.0004929164,0.00005547134],"domain_scores_gemma":[0.9982802,0.0005331397,0.0002267599,0.0003173526,0.0005939974,0.00004870855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007356303,0.0003601543,0.008110867,0.0003659543,0.00006642124,0.0004144595,0.0004333723,0.6268962,0.3281805,0.005588613,0.002733503,0.0261143],"study_design_scores_gemma":[0.0001212316,0.0005582558,0.007324323,0.00004064774,0.00003861462,0.0002333857,0.00006782138,0.3661249,0.6195826,0.0005257528,0.005321517,0.00006099372],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7622216,0.000579419,0.2001832,0.000416628,0.00009734357,0.0007190926,0.00201176,0.004142854,0.02962809],"genre_scores_gemma":[0.9310005,0.0001682326,0.06510354,0.00008235944,0.00000945578,0.0002114497,0.0004063763,0.0005267218,0.002491314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006422793,"threshold_uncertainty_score":0.01277083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651182455972569,"score_gpt":0.3104480207155814,"score_spread":0.2939361961558556,"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."}}