{"id":"W4239673627","doi":"10.1148/radiol.11111189","title":"Hyperthermia in Bone Generated with MR Imaging–controlled Focused Ultrasound: Control Strategies and Drug Delivery","year":2012,"lang":"en","type":"article","venue":"Radiology","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Hyperthermia; Ultrasound; Biomedical engineering; Drug delivery; Magnetic resonance imaging; Nuclear medicine; Focused ultrasound; Radiology; Materials science; 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":[0.0001765967,0.0002036189,0.0004301898,0.0001049798,0.00006056702,0.00004333003,0.00008300074,0.0000777793,0.00004562404],"category_scores_gemma":[0.00001315512,0.0001598767,0.00003493565,0.0001214181,0.0001113483,0.0002613268,0.000004804658,0.00017497,0.00001810707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004454875,"about_ca_system_score_gemma":0.00003367148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009054918,"about_ca_topic_score_gemma":0.0002221501,"domain_scores_codex":[0.9990086,0.00007608574,0.0002258118,0.0001696394,0.00005453862,0.0004653193],"domain_scores_gemma":[0.9993283,0.0003307337,0.00003351939,0.0001769729,0.00002511611,0.0001053526],"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":[0.0004042626,0.0001907882,0.2182212,0.00004805455,0.0004418711,0.00002708697,0.002766792,0.009618551,0.7549011,0.004640591,0.0009359807,0.007803795],"study_design_scores_gemma":[0.1187323,0.0004444559,0.7072743,0.0001465776,0.0011564,0.00610031,0.007129342,0.09902245,0.008102462,0.003275691,0.04336683,0.005248892],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868661,0.009802424,0.001365401,0.00013419,0.00008479159,0.0003436795,0.00001053941,0.0001913826,0.001201551],"genre_scores_gemma":[0.9986002,0.0002860149,0.0005344991,0.0001574916,0.0001682046,0.000163381,0.00001638072,0.00003905399,0.00003473642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7467986,"threshold_uncertainty_score":0.6519582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004683501785412704,"score_gpt":0.1851073393943518,"score_spread":0.180423837608939,"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."}}