{"id":"W1849681763","doi":"10.7863/jum.2012.31.4.623","title":"Overview of Therapeutic Ultrasound Applications and Safety Considerations","year":2012,"lang":"en","type":"review","venue":"Journal of Ultrasound in Medicine","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":748,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Therapeutic ultrasound; Ultrasound; Medical physics; Intensive care medicine; Surgery; Radiology","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":[0.00199237,0.001156833,0.0008649786,0.004158062,0.0006397335,0.001900127,0.00122861,0.00255255,0.009019329],"category_scores_gemma":[0.002206385,0.0005120751,0.0009128372,0.002257521,0.0005656254,0.002308377,0.001002714,0.002664478,0.006414097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001286788,"about_ca_system_score_gemma":0.002179724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001313926,"about_ca_topic_score_gemma":0.001706877,"domain_scores_codex":[0.9988363,0.0002257531,0.0001681262,0.00010708,0.0005690348,0.00009362477],"domain_scores_gemma":[0.9984831,0.0005385736,0.00019774,0.00004769934,0.0006107665,0.0001221308],"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":[0.0001122988,0.0001695638,0.0005607881,0.006178534,0.00003124876,0.0005356862,0.0001134322,0.0008343058,0.003965058,0.01231729,0.1136723,0.8615094],"study_design_scores_gemma":[0.00000664562,0.0001113767,0.0003937212,0.001658976,0.00002300013,0.001699863,0.00004277194,0.000189014,0.00082794,0.002294841,0.9927359,0.00001593656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001128529,0.925599,0.009555116,0.009141922,0.002631512,0.000218189,0.0003062414,0.0003415022,0.05107803],"genre_scores_gemma":[0.004182464,0.9626249,0.01037834,0.005018742,0.002822424,0.0002512907,0.0006478521,0.00005617393,0.01401779],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009019329,"threshold_uncertainty_score":0.03017259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07077255753717576,"score_gpt":0.3345322523023461,"score_spread":0.2637596947651704,"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."}}