{"id":"W4281626567","doi":"10.1117/12.2610344","title":"Through-illumination photoacoustic imaging using flexible transparent CMUT arrays","year":2022,"lang":"en","type":"article","venue":"","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Photoacoustic imaging in biomedicine; Materials science; Capacitive micromachined ultrasonic transducers; Optoelectronics; Bending; Optics; Acoustics; Piezoelectricity","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":[0.0001367021,0.0003880065,0.0001929895,0.000274695,0.0002047949,0.0004419127,0.0004371106,0.0004171885,0.0007617507],"category_scores_gemma":[0.0002876178,0.0002379148,0.000188103,0.0002753332,0.0003537238,0.0006906527,0.0005068852,0.0003697512,0.0002294078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002260896,"about_ca_system_score_gemma":0.0001998865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003796869,"about_ca_topic_score_gemma":0.0005924004,"domain_scores_codex":[0.9998702,0.00001541761,0.000006786314,0.00003648835,0.00004462008,0.00002653488],"domain_scores_gemma":[0.9998314,0.00004228605,0.00006268281,0.00002378082,0.00002219375,0.00001757454],"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":[0.00003130781,0.000006151136,0.00008555892,0.00003525689,0.000003048575,0.00009800822,0.00002661926,0.0005064919,0.9946139,0.0003136879,0.00005475843,0.004225101],"study_design_scores_gemma":[0.000004474365,0.0000803279,0.0006173158,0.000007498906,0.000007315609,0.0001936228,0.00003497545,0.005714252,0.9912516,0.0001009216,0.001972799,0.00001484045],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7650195,0.002346969,0.2247439,0.0002147812,0.0001588309,0.00007656719,0.0001672735,0.0006645149,0.006607574],"genre_scores_gemma":[0.9111257,0.001117254,0.08431562,0.00008554564,0.00003503037,0.00004982391,0.0001006666,0.00004550028,0.00312484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007617507,"threshold_uncertainty_score":0.002548277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02519800533689503,"score_gpt":0.2468740646427099,"score_spread":0.2216760593058148,"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."}}