{"id":"W2014328105","doi":"10.1118/1.3416937","title":"Registration between ultrasound and fluoroscopy or CT in prostate brachytherapy","year":2010,"lang":"en","type":"article","venue":"Medical Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Fluoroscopy; Fiducial marker; Image registration; Imaging phantom; Brachytherapy; Ultrasound; Medicine; Ground truth; Dosimetry; Nuclear medicine; Medical imaging; Radiology; Computer vision; Computer science; Radiation therapy; Image (mathematics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001784947,0.00011779,0.0002418602,0.00001935818,0.00003629194,0.00001974532,0.00004060565,0.00004560671,0.0001201008],"category_scores_gemma":[0.000148917,0.0000803579,0.00002785121,0.0001257973,0.0001485102,0.00007921782,0.00001150167,0.0003303407,0.000009413541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003620371,"about_ca_system_score_gemma":0.0002019983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001018602,"about_ca_topic_score_gemma":0.0001468782,"domain_scores_codex":[0.9990493,0.00001585454,0.0001986736,0.0002246599,0.0003246982,0.0001868255],"domain_scores_gemma":[0.999348,0.0001797621,0.00005004692,0.0001756358,0.00002591122,0.0002206717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001255867,0.000343556,0.7857408,0.00007760005,0.00004042809,0.0002103104,0.0002933279,1.117887e-7,0.001700757,0.0002311255,0.0009154665,0.210321],"study_design_scores_gemma":[0.007758772,0.001407581,0.886814,0.0003923295,0.0001012448,0.0001409936,0.0000465969,0.00004049632,0.08195103,0.007273426,0.01377523,0.000298336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963685,0.0001360587,0.0001113475,0.002359164,0.0001192125,0.0003932447,0.00001552192,0.00003035658,0.0004666148],"genre_scores_gemma":[0.9976738,0.0006983298,0.0002452224,0.0006420492,0.000420194,0.00006377492,0.00008356164,0.00001619442,0.0001568763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2100226,"threshold_uncertainty_score":0.32769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943609556212849,"score_gpt":0.3166728341434067,"score_spread":0.2972367385812782,"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."}}