{"id":"W2201543035","doi":"10.1016/j.ultrasmedbio.2015.11.012","title":"Image-Guided Ultrasound Characterization of Volatile Sub-Micron Phase-Shift Droplets in the 20–40 MHz Frequency Range","year":2015,"lang":"en","type":"article","venue":"Ultrasound in Medicine & Biology","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Ontario Institute for Cancer Research","keywords":"Vaporization; Materials science; Microbubbles; Ultrasound; Characterization (materials science); Range (aeronautics); Phase (matter); Ultrasonic sensor; Optics; Analytical Chemistry (journal); Acoustics; Nanotechnology; Chemistry; Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008260753,0.0002920813,0.0005251002,0.0002675666,0.0000478528,0.00001674303,0.000447523,0.0002065784,0.0001875741],"category_scores_gemma":[0.0005769714,0.0002150185,0.00005470351,0.0006694454,0.0003832782,0.0001729216,0.0000116697,0.0004160577,0.00003816488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082086,"about_ca_system_score_gemma":0.00006460215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003783251,"about_ca_topic_score_gemma":0.0004424484,"domain_scores_codex":[0.9980885,0.0001950164,0.0007804375,0.0003166343,0.0001876434,0.0004317032],"domain_scores_gemma":[0.9983438,0.0008690392,0.0001360303,0.0004685057,0.00008842351,0.00009423931],"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":[0.00002109565,0.0001404279,0.02462415,0.00003589454,0.00001846008,0.000002854051,0.003880604,0.00002257698,0.969338,0.0003986581,0.0007753401,0.0007419114],"study_design_scores_gemma":[0.03286359,0.003198307,0.6557613,0.0008288774,0.0004781723,0.0009546956,0.005661414,0.003115231,0.0504135,0.0467554,0.1964967,0.003472826],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905612,0.0007319911,0.0032913,0.0006514495,0.0003398563,0.0005848051,0.0001164052,0.00009775042,0.003625236],"genre_scores_gemma":[0.9970159,0.0006072774,0.0004399582,0.0003169094,0.0003285716,0.0001243219,0.001107723,0.0000411108,0.00001821551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9189245,"threshold_uncertainty_score":0.87682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02521994535743226,"score_gpt":0.2828930767683052,"score_spread":0.2576731314108729,"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."}}