{"id":"W2054484741","doi":"10.1063/1.4769919","title":"Microbubble-enhanced HIFU therapy: Effect of exposure parameters on thermal lesion volume and temperature","year":2012,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Princess Margaret Cancer Centre","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microbubbles; High-intensity focused ultrasound; Ultrasound; Materials science; Biomedical engineering; Volume (thermodynamics); Lesion; Intensity (physics); Thermocouple; Focused ultrasound; Nuclear medicine; Medicine; Radiology; Optics; Surgery; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004960723,0.0003133269,0.0002941657,0.0002206125,0.0001380211,0.0003865127,0.000304971,0.0003689862,0.0005804623],"category_scores_gemma":[0.001520367,0.0003160245,0.0001554956,0.0002404083,0.0002686162,0.0004491647,0.000266999,0.0004367641,0.0001435118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002136914,"about_ca_system_score_gemma":0.0002434284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008655042,"about_ca_topic_score_gemma":0.001347913,"domain_scores_codex":[0.9998417,0.0000456141,0.000007735654,0.00002910748,0.0000636336,0.00001222124],"domain_scores_gemma":[0.9996093,0.0002442264,0.0000687115,0.00002569295,0.0000313546,0.0000207252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009889398,0.00005225313,0.0009732817,0.00008909586,0.00002974328,0.00002526753,0.00007346916,0.002392564,0.9717799,0.00008190107,0.00006175082,0.02345178],"study_design_scores_gemma":[0.00002580502,0.0004346524,0.00897802,0.000008671673,0.00008854373,0.0002974362,0.00002520658,0.02530862,0.9642475,0.00005874785,0.0005041559,0.00002274802],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8050606,0.003577279,0.189487,0.0001590362,0.00005126146,0.00007453336,0.0001054498,0.0004902408,0.000994492],"genre_scores_gemma":[0.9508976,0.0009046591,0.04660038,0.00009374657,0.00001937423,0.00005725768,0.00007989442,0.0001668435,0.001180127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008655042,"threshold_uncertainty_score":0.002623498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257149404145279,"score_gpt":0.2160659531832417,"score_spread":0.2034944591417889,"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."}}