{"id":"W2030229003","doi":"10.1117/1.3491126","title":"Photoacoustic and high-frequency power Doppler ultrasound biomicroscopy: a comparative study","year":2010,"lang":"en","type":"article","venue":"Journal of Biomedical Optics","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photoacoustic Doppler effect; Doppler effect; Ultrasound; Optics; Materials science; Blood flow; Ultrasonic sensor; Transducer; Laser; Imaging phantom; Biomedical engineering; Laser Doppler velocimetry; Photoacoustic imaging in biomedicine; Photoacoustic spectroscopy; Photoacoustic effect; Acoustics; Physics; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004558976,0.0002143406,0.0004421231,0.0002070242,0.00007311069,0.00008505944,0.0002347738,0.0001230005,0.0001540396],"category_scores_gemma":[0.0001868379,0.0001682836,0.00006323889,0.000242777,0.0003233271,0.0001631895,0.00002707698,0.000862489,0.000009081661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004816057,"about_ca_system_score_gemma":0.00008973115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009725021,"about_ca_topic_score_gemma":0.000003591434,"domain_scores_codex":[0.9985172,0.00002494572,0.0005879217,0.0001344029,0.0004155243,0.0003200192],"domain_scores_gemma":[0.9988458,0.0003613692,0.0001405977,0.0001683786,0.0001346582,0.0003492646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002717287,0.0004813557,0.001446027,0.00003865741,0.0002904109,0.0001981493,0.001962432,0.00008349276,0.9928119,0.0001110904,0.00222126,0.0003281039],"study_design_scores_gemma":[0.07272794,0.01828418,0.2447711,0.002137979,0.007577802,0.05321487,0.0847866,0.2404981,0.2335515,0.01273786,0.01871365,0.01099846],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829142,0.000170738,0.01426582,0.00006614498,0.001984333,0.0001610508,0.00003104089,0.00004315925,0.0003634823],"genre_scores_gemma":[0.983043,0.0000599337,0.01655909,0.00005281111,0.000238181,0.000001559427,0.000002423342,0.00002562546,0.00001743707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7592604,"threshold_uncertainty_score":0.6862405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007183637913107716,"score_gpt":0.2465163791970314,"score_spread":0.2393327412839237,"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."}}