{"id":"W3044954469","doi":"10.1007/s11548-020-02233-9","title":"Electromagnetic (EM) catheter path tracking in ultrasound-guided brachytherapy of the breast","year":2020,"lang":"en","type":"article","venue":"International Journal of Computer Assisted Radiology and Surgery","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"Canada Research Chairs; Canarie","keywords":"Brachytherapy; Catheter; Imaging phantom; Medicine; Ultrasound; Tracking (education); Radiology; Radiation treatment planning; Biomedical engineering; Computer science; Nuclear medicine; Radiation therapy","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":[0.0005196562,0.000188242,0.0001577882,0.0004119879,0.0001686975,0.0005023317,0.0003520608,0.0005262859,0.0007898524],"category_scores_gemma":[0.002999381,0.0002505558,0.000204667,0.0004113049,0.00024386,0.0005033219,0.0003541736,0.0003302402,0.000328141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002991143,"about_ca_system_score_gemma":0.0004752326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008471888,"about_ca_topic_score_gemma":0.0008114093,"domain_scores_codex":[0.9997571,0.0001204668,0.00001252209,0.00002766873,0.0000680827,0.00001424601],"domain_scores_gemma":[0.9993477,0.0003856466,0.000133953,0.00003937633,0.00007077425,0.00002256326],"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":[0.001980999,0.0001422324,0.01075817,0.0008212256,0.00007112749,0.000767493,0.0006793013,0.05255988,0.5295637,0.003210771,0.001916969,0.3975281],"study_design_scores_gemma":[0.0001460083,0.002605317,0.05078612,0.0003045545,0.000414876,0.01127872,0.0003110922,0.3953094,0.5094114,0.002447975,0.02678876,0.0001957281],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.32018,0.0153246,0.6543334,0.000467068,0.0002516232,0.0001145816,0.000117243,0.001109921,0.008101566],"genre_scores_gemma":[0.9025868,0.003534744,0.08910165,0.0002274883,0.00005903117,0.00006207512,0.00005482824,0.0001989775,0.004174408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008471888,"threshold_uncertainty_score":0.002748251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326012522152354,"score_gpt":0.2635360151019208,"score_spread":0.2502758898803973,"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."}}