{"id":"W2403653471","doi":"10.1016/j.brachy.2016.04.189","title":"Gynecological Ring Applicator: Three Dimensional Dwell Positioning Accuracy, Long-Term Stability, Angular Accuracy and Their Impact on Delivered Dose","year":2016,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Perpendicular; Medicine; Brachytherapy; RADIUS; Optics; Nuclear medicine; Radius of curvature; Ring (chemistry); Resolution (logic); Biomedical engineering; Curvature; Physics; Geometry; Radiology; Artificial intelligence; Computer science; Radiation therapy; Mathematics","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":[0.000671409,0.0001828623,0.0002557561,0.0002786828,0.0001386372,0.0003492851,0.0002486382,0.0003245946,0.001504356],"category_scores_gemma":[0.003856069,0.0001584589,0.0002289485,0.0003688552,0.0001440534,0.0003281235,0.0002228375,0.0002056808,0.0003691028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002438424,"about_ca_system_score_gemma":0.0002238731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000674319,"about_ca_topic_score_gemma":0.000668373,"domain_scores_codex":[0.9995962,0.00009949804,0.00004384191,0.00008364819,0.0001443809,0.00003245832],"domain_scores_gemma":[0.9966196,0.001879076,0.0006570898,0.0002997502,0.000437389,0.0001069767],"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":[0.004320595,0.0001154203,0.07013332,0.0004002089,0.000134369,0.0002183169,0.0004234915,0.01384246,0.8105546,0.0003175571,0.0005364767,0.09900315],"study_design_scores_gemma":[0.00005574257,0.00366642,0.3589395,0.00003411337,0.0004207949,0.00247788,0.0002075978,0.02791562,0.6020965,0.0001553934,0.003929703,0.0001006911],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767954,0.00255001,0.01866726,0.00009267932,0.00003715071,0.00001675197,0.0002929334,0.0002491032,0.001298731],"genre_scores_gemma":[0.9966235,0.0002587752,0.002337974,0.00001149392,0.00001233497,0.000005772644,0.00008605551,0.00006403072,0.0006001195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001504356,"threshold_uncertainty_score":0.005032599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668912668974264,"score_gpt":0.2535564022159221,"score_spread":0.2368672755261794,"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."}}