{"id":"W1964449800","doi":"10.1016/j.ultrasmedbio.2012.05.013","title":"Intracellular Growth of Nanoscale Perfluorocarbon Droplets for Enhanced Ultrasound-Induced Phase-Change Conversion","year":2012,"lang":"en","type":"article","venue":"Ultrasound in Medicine & Biology","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Hospital","funders":"Canadian Institutes of Health Research; U.S. Food and Drug Administration","keywords":"Microbubbles; Ultrasound; Materials science; Phase (matter); Phase change; Nanoscopic scale; Ultrasound energy; Energy conversion efficiency; Ultrasonic sensor; Nanoparticle; Chemical engineering; Biophysics; Nanotechnology; Analytical Chemistry (journal); Chemistry; Chromatography; Optoelectronics; Acoustics; Thermodynamics; Organic chemistry","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":[0.00008442945,0.0002738948,0.0001496106,0.00009287409,0.0001133388,0.0002425661,0.0001948239,0.0002925902,0.0008665877],"category_scores_gemma":[0.0001521325,0.0001238196,0.0001496722,0.00009946257,0.0001212929,0.0002630326,0.0002029852,0.0002988674,0.0002369907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000309841,"about_ca_system_score_gemma":0.0001248164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005723115,"about_ca_topic_score_gemma":0.001027566,"domain_scores_codex":[0.9999326,0.000004903928,0.000003586066,0.00001989693,0.00002071615,0.00001824343],"domain_scores_gemma":[0.9999486,0.00001809056,0.00001375176,0.000005212278,0.000007670626,0.000006734538],"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":[0.00001769198,0.000006827277,0.00001564618,0.00001597737,6.598479e-7,0.00001819553,0.00001176128,0.0001208231,0.9990183,0.00008018973,0.0000240457,0.0006697873],"study_design_scores_gemma":[0.00000761557,0.00003212871,0.00008311369,0.000001099078,0.000001335952,0.0000116905,0.000004280993,0.001533152,0.9979506,0.00001448718,0.0003585555,0.000001942084],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904806,0.0004378009,0.006123465,0.00008634337,0.00004314693,0.00002595301,0.0001395952,0.00007243186,0.002590801],"genre_scores_gemma":[0.9944335,0.0002268046,0.003789921,0.00001839288,0.00000632732,0.00001873181,0.00007846369,0.00002565022,0.001402231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008665877,"threshold_uncertainty_score":0.002899051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02791284373389984,"score_gpt":0.2815207975210591,"score_spread":0.2536079537871593,"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."}}