{"id":"W4223985969","doi":"10.1002/acm2.13605","title":"Dosimetric considerations for moldable silicone composites used in radiotherapy applications","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Clinical Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Carleton University","funders":"","keywords":"Silicone; Materials science; Composite material","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":[0.0004175502,0.0002910594,0.00009977625,0.0003065635,0.0001350167,0.000257178,0.0001242597,0.000225717,0.0009388045],"category_scores_gemma":[0.0009816824,0.0001689931,0.0001795626,0.000184101,0.0001556917,0.000186885,0.0001491426,0.0001545478,0.0001488285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857935,"about_ca_system_score_gemma":0.0001410054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002150576,"about_ca_topic_score_gemma":0.0003986364,"domain_scores_codex":[0.9998562,0.00003932279,0.00000993815,0.00001830474,0.00006429787,0.00001198845],"domain_scores_gemma":[0.999317,0.0003420684,0.0001740489,0.00005300736,0.00009013828,0.00002362547],"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":[0.0001116576,0.000009016951,0.0008910418,0.00008361292,0.000004089913,0.00004158079,0.00003352281,0.001593393,0.9920205,0.0001127086,0.00004451359,0.005054281],"study_design_scores_gemma":[0.000005822799,0.0004414015,0.004755138,0.00001754087,0.00001842803,0.0002201108,0.00005205315,0.003355566,0.9890953,0.00007080375,0.001959164,0.00000872976],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770074,0.003902105,0.0166714,0.00008857565,0.000044684,0.00004824273,0.0001435772,0.0001115228,0.001982431],"genre_scores_gemma":[0.9916786,0.0007400111,0.006756039,0.00002230071,0.000006148537,0.00001244553,0.00006492827,0.00002718005,0.0006922401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009388045,"threshold_uncertainty_score":0.003140628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03441880135742631,"score_gpt":0.3688518108067811,"score_spread":0.3344330094493548,"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."}}