{"id":"W4306809496","doi":"10.32920/21291294","title":"Laser activatable perfluorocarbon bubbles for imaging and therapy through enhanced absorption from coupled silica coated gold nanoparticles","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; Terry Fox Research Institute","keywords":"Vaporization; Colloidal gold; Materials science; Absorption (acoustics); Nanoparticle; Fluorescence; Nanotechnology; Chemical engineering; Chemistry; Optics; Composite material; Organic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001549546,0.0002609272,0.000127835,0.0001317744,0.0000862088,0.0001286035,0.0001723698,0.0003316572,0.0007897528],"category_scores_gemma":[0.0001208259,0.000148376,0.0001509611,0.00007824723,0.0001397072,0.0002886417,0.000144853,0.0002617163,0.0002259965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002627286,"about_ca_system_score_gemma":0.0001717172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006855786,"about_ca_topic_score_gemma":0.001412879,"domain_scores_codex":[0.9999365,0.000007456177,0.000004356605,0.00001859143,0.00002036704,0.00001266292],"domain_scores_gemma":[0.999943,0.00001308943,0.000020005,0.000003339079,0.00001132042,0.000009158929],"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":[0.0000145376,0.000005872853,0.00001501994,0.00003991991,0.000001129701,0.00002804375,0.00001155208,0.00007660015,0.9984372,0.0001157892,0.00003592232,0.001218434],"study_design_scores_gemma":[0.000004492484,0.00007926438,0.0001909905,0.000002940673,0.000003311128,0.00005659414,0.000005198834,0.001019367,0.9973236,0.00001517081,0.001295055,0.000003871869],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502278,0.003662514,0.03993404,0.000254817,0.0001096064,0.0001001411,0.0001214891,0.0002788988,0.005310691],"genre_scores_gemma":[0.9649711,0.001666614,0.02609157,0.00008960537,0.00002252289,0.00006436864,0.0001376439,0.00005232694,0.006904187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007897528,"threshold_uncertainty_score":0.002642035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630153196428217,"score_gpt":0.2820554335954066,"score_spread":0.2557539016311244,"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."}}