{"id":"W1976911124","doi":"10.1016/j.ultras.2012.11.006","title":"Enhancing laser thermal-therapy using ultrasound–microbubbles and gold nanorods of in vitro cells","year":2012,"lang":"en","type":"article","venue":"Ultrasonics","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Terry Fox Foundation; Université Savoie Mont Blanc","keywords":"Microbubbles; Nanorod; Materials science; Laser; Ultrasound; Biomedical engineering; Nanotechnology; Optics; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001525236,0.000188401,0.0002539005,0.00008590306,0.00004078183,0.00002349672,0.000117211,0.0001196861,0.00004106711],"category_scores_gemma":[0.00001603847,0.0001855634,0.00005296196,0.000211304,0.00005832986,0.0001952821,0.000009771038,0.0001615031,0.000009208324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005363786,"about_ca_system_score_gemma":0.00001877624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005721498,"about_ca_topic_score_gemma":0.00002763905,"domain_scores_codex":[0.9990643,0.00002454421,0.0002847591,0.0001415148,0.00009427942,0.0003906286],"domain_scores_gemma":[0.9993508,0.0002673831,0.00004721272,0.0002253845,0.00002221123,0.00008700035],"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":[0.000007049229,0.00006252466,0.004044425,0.00003791072,0.00002418325,2.370901e-7,0.001187912,0.002142175,0.9906938,0.00005252558,0.00001648971,0.001730753],"study_design_scores_gemma":[0.0003251666,0.000008088985,0.002377156,0.00002933493,0.0000142215,0.00001673153,0.0002411851,0.000512685,0.9929308,0.00002164275,0.003301015,0.000222024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943312,0.004074769,0.000654029,0.000005318857,0.0001365389,0.0001669566,0.00003187586,0.00008173438,0.000517523],"genre_scores_gemma":[0.9921449,0.001896843,0.005721456,0.00004229562,0.00008421995,0.00001278897,0.000009720256,0.00005243182,0.00003530319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005067428,"threshold_uncertainty_score":0.7567057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114878145568008,"score_gpt":0.2154871511127017,"score_spread":0.2043383696570217,"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."}}