{"id":"W2989250107","doi":"10.1364/ome.9.004532","title":"Perfluorocarbon bubbles as photoacoustic signal amplifiers for cancer theranostics","year":2019,"lang":"en","type":"article","venue":"Optical Materials Express","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Canadian Institutes of Health Research; Canada Foundation for Innovation","keywords":"Vaporization; Materials science; Photoacoustic imaging in biomedicine; SIGNAL (programming language); Absorption (acoustics); Nanoparticle; Photoacoustic effect; Ultrasound; Optics; Nanotechnology; Optoelectronics; Biomedical engineering; Chemistry; Composite material; Acoustics; Computer science","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":[0.000322513,0.0004405689,0.0001872274,0.0003702773,0.0001577953,0.0003305347,0.0002967757,0.0006742409,0.001912204],"category_scores_gemma":[0.0002880506,0.0001804035,0.0001679167,0.0001870684,0.0003097305,0.0005375787,0.0002569589,0.0004750523,0.0004816699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004595509,"about_ca_system_score_gemma":0.0001786073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005023329,"about_ca_topic_score_gemma":0.0005939399,"domain_scores_codex":[0.9998481,0.00004020357,0.000006142353,0.00003122752,0.00005198523,0.00002230788],"domain_scores_gemma":[0.9998652,0.00005361956,0.00002999575,0.000007027234,0.00002777796,0.00001633256],"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":[0.00008481199,0.00002243104,0.00006576113,0.0001923675,0.000005630786,0.000118587,0.0000308871,0.0002334552,0.9774891,0.001652827,0.0003249926,0.0197792],"study_design_scores_gemma":[0.00002401016,0.0003467129,0.0002810912,0.00001773433,0.00001687258,0.0003242853,0.00001530712,0.002247935,0.9735744,0.000320429,0.02281559,0.0000156322],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5530716,0.1537183,0.2588397,0.003005286,0.001324258,0.0005673704,0.0003482971,0.00128713,0.02783812],"genre_scores_gemma":[0.9012578,0.02157011,0.06212075,0.0006919493,0.000233943,0.0002115387,0.0001951404,0.00009366351,0.01362513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001912204,"threshold_uncertainty_score":0.006396949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007091612759474357,"score_gpt":0.2260155046724626,"score_spread":0.2189238919129882,"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."}}