{"id":"W2062535437","doi":"10.1118/1.2955754","title":"A Monte Carlo study on the effect of seed design on the interseed attenuation in permanent prostate implants","year":2008,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal; Université de Montréal; Centre hospitalier universitaire de Québec; Université Laval","funders":"Canadian Cancer Society","keywords":"Brachytherapy; Monte Carlo method; Attenuation; Prostate brachytherapy; Dosimetry; Electromagnetic shielding; Materials science; Nuclear medicine; Photon; Medical physics; Biomedical engineering; Medicine; Physics; Radiology; Radiation therapy; Optics; Mathematics; Statistics; 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":[0.0006198951,0.0003572447,0.0004106637,0.0004702815,0.0003080169,0.0004485486,0.0004208068,0.0004391931,0.0008572621],"category_scores_gemma":[0.001872734,0.0003729787,0.000402044,0.000612596,0.0002896379,0.0002128825,0.0001698756,0.0002405915,0.0001055162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007228412,"about_ca_system_score_gemma":0.0004476993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006002463,"about_ca_topic_score_gemma":0.004135215,"domain_scores_codex":[0.9998041,0.00006747081,0.000009111582,0.00002222468,0.0000678455,0.00002933187],"domain_scores_gemma":[0.9976928,0.001700684,0.0002232158,0.0000905936,0.0002429007,0.00004976904],"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":[0.000306093,0.00007925389,0.005960314,0.000095047,0.00003860423,0.0001374922,0.00008352243,0.9738092,0.01095636,0.001015812,0.0002304537,0.007287725],"study_design_scores_gemma":[0.00002037993,0.0002476346,0.004544725,0.00001372004,0.00004413426,0.0001036608,0.00002905142,0.9841983,0.0100569,0.000226909,0.0004940623,0.00002048917],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547622,0.0008017051,0.03690013,0.00008877016,0.00002075872,0.00006286977,0.0001801881,0.0002538726,0.006929633],"genre_scores_gemma":[0.993892,0.0001354109,0.005247036,0.00001506856,0.000003679204,0.0000206334,0.00007092965,0.00003977647,0.0005755472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006002463,"threshold_uncertainty_score":0.01193506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032561649965999,"score_gpt":0.287417256086942,"score_spread":0.267091639587282,"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."}}