{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001114335,0.0003327854,0.0003169792,0.0003541393,0.000226902,0.0002305111,0.0003041789,0.0003732031,0.0006512394],"category_scores_gemma":[0.00375968,0.0001600396,0.0003293272,0.0001875127,0.0004231292,0.0003459586,0.0002399066,0.0002750913,0.0002231726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002503347,"about_ca_system_score_gemma":0.0001243395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003628636,"about_ca_topic_score_gemma":0.0004225301,"domain_scores_codex":[0.999404,0.0003018324,0.00005483691,0.0000792346,0.0001016169,0.00005858904],"domain_scores_gemma":[0.9989454,0.0004604834,0.0002003461,0.0001521479,0.0001429454,0.00009877686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008316382,0.004049889,0.560283,0.0004205052,0.0005161275,0.01244592,0.003508997,0.002629712,0.1482346,0.000155317,0.0006365446,0.258803],"study_design_scores_gemma":[0.001091916,0.08224842,0.7585589,0.00008376085,0.0006769263,0.07309024,0.001473074,0.003287565,0.07342506,0.0001681083,0.005776837,0.0001192578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979104,0.001012919,0.0005209013,0.00003004279,0.000004588903,0.00001500574,0.000009016309,0.000009030662,0.000487962],"genre_scores_gemma":[0.998781,0.000457975,0.0005199737,0.00004882313,0.00003745821,0.000008162628,0.00003136815,0.00000498853,0.0001101536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001114335,"threshold_uncertainty_score":0.00589323,"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."}}