{"id":"W2085739339","doi":"10.1007/s10544-007-9113-z","title":"Power density requirement of a 4 MHz micro-ultrasonic transducer for sonodynamic therapy","year":2007,"lang":"en","type":"article","venue":"Biomedical Microdevices","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Canada Research Chairs","keywords":"Sonodynamic therapy; Cytotoxicity; Ultrasonic sensor; Ultrasound; Doxorubicin; Materials science; Biomedical engineering; Duty cycle; Voltage; Medicine; Chemistry; In vitro; Electrical engineering; Internal medicine; Chemotherapy; Radiology","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":[0.0003969894,0.0002576325,0.0005547643,0.0003002806,0.0003108404,0.0005188848,0.0008312502,0.0009440333,0.003781979],"category_scores_gemma":[0.001766643,0.0004312348,0.0002218621,0.0002271774,0.0002438519,0.0006759833,0.0003173611,0.0003290623,0.001164811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005674425,"about_ca_system_score_gemma":0.0007063423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00113278,"about_ca_topic_score_gemma":0.0009995479,"domain_scores_codex":[0.9996616,0.0000398825,0.00002519703,0.00005455728,0.0001675899,0.00005127319],"domain_scores_gemma":[0.998413,0.0009762872,0.0001380926,0.00004377761,0.0003582042,0.00007066389],"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":[0.0002594374,0.00002467248,0.0005009875,0.00009231797,0.000006894243,0.0000991653,0.00008387901,0.001243381,0.992766,0.0006388561,0.0002959349,0.003988381],"study_design_scores_gemma":[0.00003231096,0.0004403447,0.002270683,0.00001026308,0.00003470602,0.0003783925,0.00008725957,0.01285732,0.9808015,0.0002013211,0.002865508,0.00002043311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8994327,0.001524833,0.08738437,0.001273114,0.0001490024,0.000115813,0.0004418464,0.0006351434,0.009043183],"genre_scores_gemma":[0.9765027,0.0004729586,0.01787575,0.0001743441,0.00004282013,0.0001048532,0.0003137651,0.00008411251,0.004428736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003781979,"threshold_uncertainty_score":0.01265198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119411467789115,"score_gpt":0.2504777488036822,"score_spread":0.2385366020247707,"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."}}