{"id":"W2466662696","doi":"10.1118/1.4956163","title":"SU‐F‐T‐28: Evaluation of BEBIG HDR Co‐60 After‐Loading System for Skin Cancer Treatment Using Conical Surface Applicator","year":2016,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Conical surface; Materials science; Brachytherapy; Dosimetry; Optics; Monte Carlo method; Nuclear medicine; Biomedical engineering; Radiation therapy; Physics; Mathematics; Medicine","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":[0.0002480782,0.0002314327,0.0002493904,0.0001970454,0.0001236661,0.0003328866,0.0004600953,0.0003059877,0.001421026],"category_scores_gemma":[0.0005510364,0.0001527536,0.0002255636,0.0002130945,0.0001303372,0.0002024695,0.0001341182,0.0001349947,0.0002869041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003561632,"about_ca_system_score_gemma":0.0002688522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001708707,"about_ca_topic_score_gemma":0.001190363,"domain_scores_codex":[0.999867,0.00002153673,0.000004600317,0.00002039671,0.00007421116,0.00001213667],"domain_scores_gemma":[0.999824,0.00004651839,0.00003323007,0.00002573646,0.00004998678,0.00002064922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002786116,0.0002632558,0.01267387,0.0004813505,0.0001015231,0.0004151814,0.0002226031,0.109149,0.8115532,0.0007703341,0.00156468,0.06001893],"study_design_scores_gemma":[0.0001078766,0.004765864,0.01842118,0.00002173651,0.0001117211,0.0007205225,0.00007885588,0.2119728,0.7590914,0.0001580857,0.004497896,0.00005198107],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694184,0.0008822121,0.02331471,0.00006123228,0.0000257913,0.00009066649,0.0002842119,0.0008634507,0.005059427],"genre_scores_gemma":[0.9936835,0.000130289,0.005087488,0.0000159289,0.00000174583,0.00002125498,0.0001420275,0.0001208923,0.0007969965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001708707,"threshold_uncertainty_score":0.004753828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03606049568208016,"score_gpt":0.3704982786295345,"score_spread":0.3344377829474544,"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."}}