{"id":"W2080598191","doi":"10.1118/1.2388573","title":"Monte Carlo simulations of dose near a nonradioactive gold seed","year":2006,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Grand River Hospital; Princess Margaret Cancer Centre; University of Toronto; University of Waterloo","funders":"","keywords":"Monte Carlo method; Statistical physics; Physics; Mathematics; Statistics","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":[0.0007754885,0.0003533491,0.0006815355,0.0006471654,0.0004805635,0.0006796741,0.0008418662,0.001303387,0.00232481],"category_scores_gemma":[0.002438507,0.0005840248,0.0007970709,0.001044831,0.0004830256,0.0004498344,0.0002681651,0.0005637363,0.0003393304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001578711,"about_ca_system_score_gemma":0.00112303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01181782,"about_ca_topic_score_gemma":0.006769584,"domain_scores_codex":[0.9997342,0.0000849942,0.00001412481,0.0000362955,0.00008156199,0.00004876731],"domain_scores_gemma":[0.9984227,0.001122646,0.0001192205,0.00006394134,0.00020613,0.00006527278],"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":[0.00004048202,0.00001166251,0.0003872275,0.00001698945,0.00001432501,0.00003380358,0.00001891288,0.9968674,0.001026795,0.0008613971,0.00006452735,0.0006565418],"study_design_scores_gemma":[0.00001483938,0.00002262284,0.0003448554,0.000006238565,0.00001135001,0.00001924805,0.00001118657,0.9973522,0.001374671,0.000550825,0.0002797009,0.00001223499],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8095397,0.0007628244,0.1679794,0.0003207908,0.00008701324,0.0001790742,0.000857252,0.0008193384,0.0194546],"genre_scores_gemma":[0.9706832,0.0002414458,0.02429172,0.0001110676,0.0000118444,0.0001908744,0.0004898621,0.0001560607,0.003823857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01181782,"threshold_uncertainty_score":0.02349806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007454547278088658,"score_gpt":0.2728539950845624,"score_spread":0.2653994478064738,"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."}}