{"id":"W2114303309","doi":"10.1148/radiol.2281012163","title":"MR Imaging–guided Focused US Ablation of Breast Cancer: Histopathologic Assessment of Effectiveness—Initial Experience","year":2003,"lang":"en","type":"article","venue":"Radiology","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":279,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Saint-Luc; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Ablation; Breast cancer; Magnetic resonance imaging; Radiology; Cancer; Tumor ablation; Breast tumor; Nuclear medicine; Internal medicine","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":[0.0001171173,0.00008825641,0.0002212256,0.00005258623,0.0000281283,0.000002143903,0.00008225979,0.00005353463,0.0001031998],"category_scores_gemma":[0.00001373115,0.00008425617,0.00004229453,0.0001037063,0.0001092225,0.0000422804,0.000004741239,0.00006439308,0.000001368948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009737515,"about_ca_system_score_gemma":0.00003746264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005272062,"about_ca_topic_score_gemma":0.000005732536,"domain_scores_codex":[0.9994072,0.0000889771,0.0001972582,0.0001262012,0.00005055948,0.0001297714],"domain_scores_gemma":[0.9995962,0.0001154264,0.00005730574,0.0001588495,0.00004750196,0.0000246715],"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":[0.000008198629,0.00005374417,0.2235807,0.00007739065,0.00002562594,0.000002977474,0.0003789568,0.00993203,0.7560069,0.007435956,0.00004092294,0.002456603],"study_design_scores_gemma":[0.0009304865,0.00005552694,0.9542704,0.00003485512,0.00004445522,0.0002964204,0.00006047961,0.006010769,0.03530058,0.0008362843,0.001926975,0.0002327462],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819624,0.0003855932,0.01462824,0.00001343081,0.0001913687,0.0001503734,0.00002948297,0.00005548061,0.002583601],"genre_scores_gemma":[0.9985003,0.00007444909,0.001246749,0.00001168064,0.00002745262,0.0001141968,0.000009081789,0.00001171999,0.00000437195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7306898,"threshold_uncertainty_score":0.3435867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012556865833872,"score_gpt":0.2855013726722754,"score_spread":0.2729445068384034,"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."}}