{"id":"W2965522713","doi":"10.1016/j.brachy.2019.06.008","title":"Dosimetric and radiobiological investigation of permanent implant prostate brachytherapy based on Monte Carlo calculations","year":2019,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Canada Research Chairs","keywords":"Brachytherapy; Medicine; Nuclear medicine; Prostate cancer; Dosimetry; Prostate; External beam radiotherapy; Radiation treatment planning; Radiation therapy; Radiology; Urology; Cancer; Internal medicine","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":[0.0004573342,0.0003462989,0.00042606,0.0005739877,0.0002786083,0.0006884234,0.0005051615,0.0004148,0.001800422],"category_scores_gemma":[0.001241401,0.0004593961,0.0005141422,0.0006778247,0.0004114951,0.0002505718,0.0002675481,0.0003522159,0.0002822638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007500134,"about_ca_system_score_gemma":0.000389509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001266059,"about_ca_topic_score_gemma":0.0011769,"domain_scores_codex":[0.9997627,0.0000549586,0.000007793999,0.0000332396,0.0001210611,0.00002030482],"domain_scores_gemma":[0.9993109,0.0004283984,0.00007799707,0.00008597566,0.00007371013,0.00002301577],"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":[0.002764947,0.0002696273,0.02601651,0.00070918,0.0002156278,0.000680096,0.0006702068,0.5194225,0.3855569,0.007034588,0.001569315,0.05509057],"study_design_scores_gemma":[0.00007627924,0.001313445,0.05470041,0.00007094253,0.0002674732,0.002783692,0.0001832566,0.6501647,0.2799234,0.002109707,0.008255011,0.0001517291],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7933242,0.004824898,0.1802974,0.0002415473,0.0001027551,0.000138309,0.0004467032,0.001164827,0.01945926],"genre_scores_gemma":[0.9895892,0.0003611012,0.007947265,0.00001878543,0.000007965031,0.00001905609,0.00008704929,0.0001300211,0.001839467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001800422,"threshold_uncertainty_score":0.00602299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473835005578854,"score_gpt":0.2619429466411546,"score_spread":0.2472045965853661,"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."}}