{"id":"W2514324050","doi":"10.1118/1.4961781","title":"Poster - 07: Investigations of the Advanced Collapsed-cone Engine for HDR Brachytherapy Scalp Treatments","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":"University of Alberta","funders":"","keywords":"Imaging phantom; Nuclear medicine; Brachytherapy; Materials science; Skull; Biomedical engineering; Dosimetry; Medicine; Radiation therapy; Radiology; Surgery","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":[0.0006394857,0.0003427544,0.0002376169,0.0001967195,0.0001643226,0.0004624056,0.0004289115,0.0003474593,0.002101487],"category_scores_gemma":[0.000673842,0.0002027889,0.0002687922,0.000185183,0.0003190597,0.0002616671,0.0002899966,0.0003251911,0.0004375775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003488061,"about_ca_system_score_gemma":0.0003554146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001289454,"about_ca_topic_score_gemma":0.001128943,"domain_scores_codex":[0.9996605,0.00004461936,0.000008395908,0.00004801558,0.0002110215,0.00002744243],"domain_scores_gemma":[0.9996501,0.0001041321,0.00005616284,0.00005291217,0.00009626879,0.00004042172],"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":[0.001589489,0.0002529644,0.006741785,0.000345497,0.00003824593,0.0006588555,0.0002386783,0.01577022,0.9341183,0.0007414818,0.0004505931,0.03905396],"study_design_scores_gemma":[0.00007113524,0.002999669,0.02516123,0.00002639062,0.00006501035,0.002949156,0.00009500166,0.03287422,0.9272701,0.0002403912,0.008203526,0.00004415915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9531306,0.001132426,0.03607469,0.00009669866,0.0000297185,0.0002086907,0.0003052327,0.0003896971,0.008632181],"genre_scores_gemma":[0.9756765,0.0004569439,0.02015313,0.00004132617,0.000007569063,0.0000273235,0.0003133986,0.0001214953,0.003202302],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002101487,"threshold_uncertainty_score":0.007030129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056801119440931,"score_gpt":0.2795421292135396,"score_spread":0.2689741180191303,"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."}}