{"id":"W4405044329","doi":"10.1016/j.ultsonch.2024.107170","title":"Experimental investigation on the effect of concentration on the resonance frequency of lipid coated ultrasonically excited microbubbles","year":2024,"lang":"en","type":"article","venue":"Ultrasonics Sonochemistry","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Attenuation; Resonance (particle physics); Microbubbles; Saturation (graph theory); Bubble; Materials science; Chemistry; Analytical Chemistry (journal); Ultrasound; Nuclear magnetic resonance; Chromatography; Acoustics; Optics; Atomic physics; Physics","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":[0.001040809,0.0006187128,0.000353217,0.0002788247,0.0003599684,0.0002836512,0.0004454931,0.0006813636,0.001334648],"category_scores_gemma":[0.002588159,0.0003025191,0.0002365243,0.0002432433,0.0005600632,0.0004026422,0.0003956246,0.0007088978,0.0003657439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004106152,"about_ca_system_score_gemma":0.0002498821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001014581,"about_ca_topic_score_gemma":0.0009331591,"domain_scores_codex":[0.9990914,0.0001853648,0.00006879362,0.000231048,0.0003337668,0.00008966871],"domain_scores_gemma":[0.9981828,0.0009546541,0.0003092513,0.00009882013,0.000401173,0.00005340716],"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":[0.00003030678,0.00001427121,0.00008244697,0.00003872294,0.000002008466,0.00001821424,0.00003757246,0.00006077861,0.9991938,0.00002230153,0.00001577272,0.0004838582],"study_design_scores_gemma":[0.000003742661,0.0001731034,0.0005564869,0.000004883506,0.000009203728,0.0000276859,0.00001718812,0.0005693013,0.9982055,0.00001053912,0.0004169688,0.000005480259],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978772,0.001972489,0.01677344,0.0002090336,0.00007335487,0.0001410951,0.0002429461,0.0001241032,0.001691341],"genre_scores_gemma":[0.9582925,0.00228027,0.03662823,0.0002310373,0.00006272742,0.0003736788,0.0003099961,0.00009699823,0.001724605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001334648,"threshold_uncertainty_score":0.00550437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107763667615568,"score_gpt":0.2152927572872114,"score_spread":0.2045163905256546,"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."}}