{"id":"W2979100411","doi":"10.1177/0161734619879043","title":"Performance Characteristics of Photoacoustic Imaging Probes with Varying Frequencies and Light-delivery Schemes","year":2019,"lang":"en","type":"article","venue":"Ultrasonic Imaging","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"FujiFilm VisualSonics (Canada)","funders":"National Institute of Dental and Craniofacial Research; National Cancer Institute; NIH Office of the Director; National Institutes of Health; Roswell Park Alliance Foundation, Roswell Park Cancer Institute","keywords":"Biomedical engineering; Ultrasound; Photoacoustic imaging in biomedicine; Materials science; Detector; Optics; Medical imaging; Penetration depth; Acoustics; Medicine; Radiology; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008915348,0.0003926834,0.0002590817,0.0003917661,0.0001570467,0.0004479469,0.0004663215,0.0009331875,0.0008114509],"category_scores_gemma":[0.00239759,0.0003432679,0.0002300424,0.0004110513,0.0003422952,0.0006994752,0.0003302535,0.000385798,0.0004119849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004227291,"about_ca_system_score_gemma":0.0002194167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000551008,"about_ca_topic_score_gemma":0.0005311883,"domain_scores_codex":[0.9994592,0.0001085775,0.00005812455,0.0001383177,0.0001667422,0.00006901968],"domain_scores_gemma":[0.9982879,0.0008265325,0.0003973969,0.00008955577,0.0003259096,0.0000727349],"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":[0.0001641406,0.00001822986,0.0002599714,0.00005021176,0.000004657269,0.00002264404,0.00006382099,0.000349464,0.9955195,0.00004259519,0.00004012736,0.003464532],"study_design_scores_gemma":[0.000007801117,0.0006203655,0.001556692,0.000005760626,0.00001925505,0.00008878956,0.00003300281,0.003506182,0.9932824,0.00002593584,0.0008361057,0.00001761385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973313,0.001831382,0.02326179,0.0001930627,0.00003495092,0.00007056395,0.0001328657,0.0003068557,0.0008556029],"genre_scores_gemma":[0.9665341,0.00114441,0.02983762,0.0001813096,0.00002618368,0.0001624677,0.0001708879,0.0000589203,0.001884209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009331875,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002968435251336967,"score_gpt":0.1635579935690188,"score_spread":0.1605895583176818,"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."}}