{"id":"W2278892002","doi":"10.1016/j.pacs.2016.01.001","title":"High resolution ultrasound and photoacoustic imaging of single cells","year":2016,"lang":"en","type":"article","venue":"Photoacoustics","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; St. Michael's Hospital","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Canada Research Chairs; Canadian Cancer Society; Lotte and John Hecht Memorial Foundation; Ryerson University","keywords":"Photoacoustic Doppler effect; Materials science; Photoacoustic imaging in biomedicine; Laser; Microscope; Ultrasound; Optics; Photoacoustic effect; Transducer; Wavelength; Acoustic microscopy; Photoacoustic spectroscopy; Ultrasonic sensor; Resolution (logic); Biomedical engineering; Optoelectronics; Microscopy; Acoustics; Medicine; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004085984,0.0002619804,0.0003640703,0.0007079736,0.0002457574,0.000371972,0.0003309841,0.0007160914,0.001865668],"category_scores_gemma":[0.0003336142,0.0002989512,0.0001470138,0.0005094612,0.0003373625,0.0005111468,0.0003893187,0.0004968916,0.0005396741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002065755,"about_ca_system_score_gemma":0.0002077721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005089178,"about_ca_topic_score_gemma":0.0008042863,"domain_scores_codex":[0.9997235,0.00004113403,0.00001662206,0.00007649838,0.00009501773,0.00004730382],"domain_scores_gemma":[0.9997185,0.00009794343,0.00002860733,0.00004520412,0.00006781827,0.00004191249],"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":[0.0000239272,0.000006588092,0.00005435088,0.00001652214,0.000001190611,0.00003027247,0.00001705187,0.0000732365,0.9980009,0.00007923218,0.00002198875,0.001674682],"study_design_scores_gemma":[0.00002285324,0.0002318761,0.004962239,0.00001191903,0.00001513919,0.0008010023,0.00009306022,0.009408175,0.9807622,0.0003244136,0.003348273,0.00001898826],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8072219,0.003105233,0.1838226,0.000248062,0.00006817152,0.0001617377,0.0004171817,0.0006351611,0.004319865],"genre_scores_gemma":[0.7096199,0.001881075,0.2806518,0.0001636813,0.00006672532,0.0003322613,0.0003814586,0.00009779417,0.006805272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001865668,"threshold_uncertainty_score":0.006241262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006422944521610472,"score_gpt":0.183077924518149,"score_spread":0.1766549799965385,"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."}}