{"id":"W2015542053","doi":"10.1118/1.4815271","title":"MO‐D‐144‐01: Ultrasound Guided RT Intervention & Novel Technologies","year":2013,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Brachytherapy; Medicine; Medical physics; Medical imaging; Ultrasound; Dosimetry; Radiology; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005993039,0.0005055404,0.0003717863,0.0006623034,0.000344564,0.001245476,0.0006649535,0.001492127,0.01758066],"category_scores_gemma":[0.0002894124,0.0003917326,0.0003552088,0.0003387887,0.0005718951,0.0007440849,0.0007640047,0.001041657,0.00600456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008340274,"about_ca_system_score_gemma":0.000576507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005635628,"about_ca_topic_score_gemma":0.001663053,"domain_scores_codex":[0.99978,0.00003508131,0.000008049066,0.00004640132,0.0001006012,0.00002978264],"domain_scores_gemma":[0.9998591,0.00003058105,0.00001528122,0.00001446024,0.00003089255,0.00004969663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007569733,0.0003792637,0.001412921,0.001176725,0.00006125817,0.0007829755,0.0001453524,0.001449261,0.1347546,0.01127656,0.1037315,0.7440726],"study_design_scores_gemma":[0.0001608561,0.0006505596,0.004766505,0.0002351719,0.00005320857,0.006057594,0.00005116178,0.005938554,0.06881198,0.002741358,0.9104742,0.0000587853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07490738,0.2016214,0.315407,0.02264281,0.009290763,0.0007360936,0.001444946,0.01166879,0.3622809],"genre_scores_gemma":[0.2553706,0.08367071,0.2006536,0.01024004,0.005852444,0.0006544947,0.001419025,0.001039987,0.4410991],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01758066,"threshold_uncertainty_score":0.05881315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185154266052311,"score_gpt":0.3061602554744146,"score_spread":0.2876448288691835,"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."}}