{"id":"W2897347847","doi":"10.1121/1.5067754","title":"Cytomechanical perturbations induced by pulsed ultrasound and acoustic cavitation","year":2018,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Therapeutic ultrasound; Microbubbles; Ultrasound; Cavitation; Sonoporation; Intensity (physics); High-intensity focused ultrasound; Thermal ablation; Biomedical engineering; Materials science; Acoustics; Computer science; Ablation; Optics; Medicine; Physics","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":[0.0001365897,0.0001393456,0.00009572906,0.0001634547,0.0001470709,0.0002532107,0.000155576,0.000220864,0.001273325],"category_scores_gemma":[0.0002519293,0.0001086514,0.00009784455,0.0001604714,0.0004700921,0.000138365,0.0002352621,0.0004551026,0.0002097079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003823422,"about_ca_system_score_gemma":0.0001741354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006478115,"about_ca_topic_score_gemma":0.0006595624,"domain_scores_codex":[0.9998851,0.00001642301,0.000004989636,0.00001694509,0.00005175816,0.00002480919],"domain_scores_gemma":[0.9998435,0.00007052712,0.00003212295,0.00001288461,0.00002227795,0.00001855869],"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":[0.00003494458,0.000005064591,0.0001296794,0.00001565482,0.000001766034,0.00007243158,0.00002635952,0.0001091087,0.9984336,0.0003129019,0.00004388879,0.000814456],"study_design_scores_gemma":[0.00001142425,0.0001132171,0.003673194,0.000003643895,0.000004872096,0.0001499394,0.00005568448,0.00173113,0.9922328,0.0002660076,0.001752209,0.000005828416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863791,0.001043387,0.007446953,0.000219574,0.00006223791,0.00004414271,0.0001610435,0.00008157786,0.004561958],"genre_scores_gemma":[0.995291,0.0005401987,0.002211013,0.0001060957,0.00001968385,0.00005999587,0.00009662157,0.00001015074,0.001665334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001273325,"threshold_uncertainty_score":0.004259706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009211405949195532,"score_gpt":0.2301303910444273,"score_spread":0.2209189850952318,"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."}}