{"id":"W2102805204","doi":"10.1016/j.ultrasmedbio.2012.12.015","title":"Microbubble-Enhanced Ultrasound Liberation of mRNA Biomarkers In Vitro","year":2013,"lang":"en","type":"article","venue":"Ultrasound in Medicine & Biology","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Terry Fox Foundation","keywords":"Microbubbles; Sonoporation; Ultrasound; Biomarker; Medicine; Pathology; Internal medicine; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002570552,0.0002404273,0.0004720663,0.0003524616,0.00003206553,0.00001102536,0.0002469113,0.000202706,0.0005688157],"category_scores_gemma":[0.0003115665,0.0002075218,0.00004803917,0.0005953218,0.0003096533,0.000139936,0.00001020902,0.0002935609,0.00006618665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009390794,"about_ca_system_score_gemma":0.00002715188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006927141,"about_ca_topic_score_gemma":0.0002456896,"domain_scores_codex":[0.998459,0.00007277615,0.0006752815,0.0002952465,0.00009089286,0.000406844],"domain_scores_gemma":[0.9984075,0.001056118,0.00008033136,0.000316998,0.00006101699,0.00007805784],"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":[0.00001764731,0.00005092952,0.003914219,0.00003352849,0.00003803086,4.085418e-7,0.0007594852,0.0001745887,0.9878516,0.0001887091,0.0007850966,0.006185823],"study_design_scores_gemma":[0.006585747,0.0006201835,0.1296254,0.0003901755,0.00009363393,0.0001247803,0.002685279,0.001572762,0.8113146,0.01856187,0.02692266,0.001502946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854328,0.001161361,0.002541256,0.0002651313,0.0002906289,0.0005190743,0.00001875104,0.0001047563,0.009666241],"genre_scores_gemma":[0.9966347,0.0009041936,0.001668709,0.0001809634,0.0001281889,0.0001644204,0.0002318213,0.0000324431,0.00005450901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1765369,"threshold_uncertainty_score":0.8462493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008013015707859705,"score_gpt":0.2318319541704046,"score_spread":0.2238189384625449,"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."}}