{"id":"W1980972185","doi":"10.1364/ao.49.003566","title":"Quantitative photoacoustic tomography with multiple optical sources","year":2010,"lang":"en","type":"article","venue":"Applied Optics","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Optics; Photoacoustic imaging in biomedicine; Photoacoustic tomography; Materials science; Photoacoustic effect; Absorption (acoustics); Attenuation coefficient; Diffuse optical imaging; Image resolution; Photoacoustic spectroscopy; Optical tomography; Optical imaging; Resolution (logic); Tomography; Computer science; 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":[0.0006278516,0.0005823733,0.0003872669,0.0004589737,0.0001370771,0.000721118,0.0006327318,0.0006018723,0.0007912322],"category_scores_gemma":[0.001538408,0.0004419982,0.0003631888,0.0004257056,0.0008238814,0.001433761,0.0009085074,0.0007198632,0.0001903997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005577862,"about_ca_system_score_gemma":0.0003430406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003564347,"about_ca_topic_score_gemma":0.0003778317,"domain_scores_codex":[0.9996846,0.00007891738,0.00001214808,0.00005439929,0.0001551481,0.00001478572],"domain_scores_gemma":[0.9994211,0.0003037402,0.00009859985,0.00009956765,0.00005995242,0.00001701207],"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":[0.0002368246,0.00005949418,0.0007164013,0.0003493812,0.00006341137,0.00033038,0.0001421445,0.2781776,0.5827669,0.05587557,0.0005508842,0.08073102],"study_design_scores_gemma":[0.0000215561,0.0000562793,0.0002717502,0.00001518722,0.00001465388,0.0002915529,0.00001536554,0.8835262,0.1061436,0.008175547,0.001435712,0.00003248464],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03140091,0.0004853834,0.9662006,0.0001593288,0.00001660644,0.00002424627,0.00004206638,0.000310272,0.001360607],"genre_scores_gemma":[0.4167947,0.0006429674,0.5806794,0.00005259977,0.0000218988,0.0000790929,0.00006513839,0.00007299302,0.001591246],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0007912322,"threshold_uncertainty_score":0.004046977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004984189943010794,"score_gpt":0.190415238973409,"score_spread":0.1854310490303983,"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."}}