{"id":"W2049357793","doi":"10.1118/1.3243865","title":"Three‐dimensional ultrasound system for guided breast brachytherapy","year":2009,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec; Robarts Clinical Trials; Western University","funders":"Canadian Institutes of Health Research","keywords":"Brachytherapy; Medical physics; Medicine; Ultrasound; Dosimetry; Medical imaging; Mammography; Radiology; Breast cancer; Radiation therapy; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006636771,0.0003922326,0.0005234228,0.0006667961,0.0002517505,0.0004749498,0.0006413293,0.0006353187,0.005335593],"category_scores_gemma":[0.001132592,0.00033623,0.0004835286,0.0004788985,0.0002129633,0.0002723124,0.0005580425,0.0005177811,0.00243233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003430752,"about_ca_system_score_gemma":0.0006692749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009045295,"about_ca_topic_score_gemma":0.0009120105,"domain_scores_codex":[0.9993863,0.0001312153,0.00004782648,0.0001108726,0.0002883649,0.00003554386],"domain_scores_gemma":[0.9993657,0.0001780592,0.00006358039,0.00009738367,0.0002506402,0.00004455043],"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":[0.0004732367,0.0001442252,0.003400221,0.0005178825,0.00005565059,0.0003851246,0.0004404483,0.002004706,0.5228858,0.002907282,0.01598314,0.4508023],"study_design_scores_gemma":[0.0003581088,0.002612982,0.0453914,0.000244972,0.0004347438,0.01029728,0.0001765605,0.1197895,0.5055356,0.001687725,0.3128846,0.0005866471],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06291428,0.00395338,0.9087275,0.000564692,0.0006334324,0.0009931002,0.001194578,0.01115242,0.009866687],"genre_scores_gemma":[0.3661913,0.001838691,0.6121598,0.001150757,0.0001920579,0.001472254,0.001573595,0.000581791,0.01483981],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005335593,"threshold_uncertainty_score":0.01784939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149607459395146,"score_gpt":0.2886191180961997,"score_spread":0.2771230435022483,"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."}}