{"id":"W1968854173","doi":"10.1016/j.ejmp.2010.10.002","title":"A pre-clinical phantom comparison of tissue harmonic and brightness mode imaging for application in ultrasound guided prostate brachytherapy","year":2010,"lang":"en","type":"article","venue":"Physica Medica","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Cancer Foundation","funders":"","keywords":"Imaging phantom; Image quality; Brachytherapy; Image resolution; Ultrasound; Prostate; Nuclear medicine; Biomedical engineering; Medicine; Physics; Optics; Radiology; Computer science; Artificial intelligence; Image (mathematics); Radiation therapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004220816,0.0001707993,0.000546302,0.0001159093,0.00006045797,0.00001794452,0.00011919,0.00006742525,0.000009963926],"category_scores_gemma":[0.0002027346,0.0001461718,0.00009149581,0.0002394469,0.0004256222,0.0001107513,0.00001599896,0.0003944672,0.000002864774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001104321,"about_ca_system_score_gemma":0.00009146565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002574699,"about_ca_topic_score_gemma":0.00005586007,"domain_scores_codex":[0.9984441,0.00004090086,0.0005708074,0.0004003255,0.0002567252,0.0002871585],"domain_scores_gemma":[0.9986272,0.0005152771,0.0002217514,0.0003471505,0.0001181294,0.0001704535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003072646,0.001008074,0.255625,0.0002070753,0.00006732238,6.125314e-7,0.002214427,0.000002248266,0.6779112,0.0001404785,0.001741048,0.06077526],"study_design_scores_gemma":[0.01990991,0.001264097,0.6485464,0.0006146451,0.0005932209,0.0001994761,0.000583689,0.03834685,0.1681213,0.007796618,0.1130829,0.0009409567],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849316,0.0003037802,0.01170111,0.001593904,0.0001673684,0.001030578,0.00002052371,0.00006063507,0.000190538],"genre_scores_gemma":[0.9929854,0.0001006786,0.006092167,0.0001746818,0.0002865093,0.0001798273,0.00008640859,0.00003199013,0.00006233208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5097899,"threshold_uncertainty_score":0.5960715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01783988499392897,"score_gpt":0.3831168651299374,"score_spread":0.3652769801360084,"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."}}