{"id":"W3129030792","doi":"10.1039/d0ra08009h","title":"Laser activatable perfluorocarbon bubbles for imaging and therapy through enhanced absorption from coupled silica coated gold nanoparticles","year":2021,"lang":"en","type":"article","venue":"RSC Advances","topic":"Laser-Ablation Synthesis of Nanoparticles","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Toronto Public Health; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; Terry Fox Research Institute","keywords":"Colloidal gold; Materials science; Absorption (acoustics); Nanoparticle; Nanotechnology; Laser; Chemical engineering; Optics; 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":[0.00007932637,0.0002015829,0.0002589601,0.00002771705,0.00009630445,0.00009435642,0.00008691919,0.00005068152,0.0000844763],"category_scores_gemma":[0.00007645813,0.0001937018,0.0000480196,0.0001614303,0.00005653834,0.0007286974,0.00002396137,0.00006446672,0.00001401101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003863563,"about_ca_system_score_gemma":0.00002055575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002879553,"about_ca_topic_score_gemma":0.00004447266,"domain_scores_codex":[0.9989179,0.00003196274,0.0002591572,0.0003267196,0.0001585149,0.0003057152],"domain_scores_gemma":[0.9991255,0.0004320324,0.00005923657,0.0002239936,0.00009590781,0.00006331217],"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":[0.00004790312,0.00004169951,0.0005002021,0.00002327752,0.00003928819,0.00000186372,0.0002013719,0.005497152,0.960798,0.00003181687,0.0001176569,0.03269972],"study_design_scores_gemma":[0.0008790771,0.00002181822,0.0006962022,0.00005093926,0.00002035271,0.000001514683,0.0003662007,0.04759705,0.9392778,0.001179559,0.009671293,0.000238159],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811504,0.01403766,0.003657081,0.000200182,0.0001540485,0.0002279673,0.00004318146,0.0003306245,0.0001988862],"genre_scores_gemma":[0.9891521,0.003729296,0.006677011,0.00008290196,0.0001017869,0.0001050445,0.00003587769,0.00004837571,0.0000675553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0420999,"threshold_uncertainty_score":0.789893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408960643044837,"score_gpt":0.243478736855336,"score_spread":0.2293891304248876,"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."}}