{"id":"W4220872604","doi":"10.1117/12.2611964","title":"Feasibility of combined optical and acoustic imaging for surgical cavity scanning","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":"Queen's University","funders":"","keywords":"Ultrasound; Materials science; Broadband; Biomedical engineering; Transmittance; Characterization (materials science); Absorbance; Sample (material); Optics; Computer science; Radiology; Optoelectronics; Medicine; Physics; Nanotechnology","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":[0.0009635474,0.0004227136,0.0002441683,0.0004687236,0.0001631771,0.0004670072,0.0006444305,0.0006411194,0.001548662],"category_scores_gemma":[0.001681878,0.0003952972,0.0002525566,0.0001455884,0.0003422922,0.0006549612,0.0006800343,0.0003538405,0.0005547075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477541,"about_ca_system_score_gemma":0.0003790988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003878172,"about_ca_topic_score_gemma":0.001079801,"domain_scores_codex":[0.9993513,0.0001567412,0.00002782741,0.0001303785,0.0002927016,0.00004101868],"domain_scores_gemma":[0.9991575,0.0003294901,0.0001494225,0.00009179737,0.0001840373,0.000087682],"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":[0.0002974048,0.00008511906,0.004141048,0.00008411358,0.00003271654,0.0001017043,0.00003823839,0.001297895,0.9321135,0.0002321177,0.0004554231,0.0611207],"study_design_scores_gemma":[0.0001166245,0.001799412,0.02102095,0.00005067156,0.0001379775,0.002836463,0.0001371414,0.1459662,0.8200403,0.0005360918,0.007241247,0.0001170318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6018924,0.001875874,0.3876818,0.001096041,0.0001695393,0.0003504637,0.0002283243,0.002172345,0.004533209],"genre_scores_gemma":[0.7074234,0.0002927645,0.2900918,0.000328738,0.00006805742,0.0001494476,0.00009767609,0.00005896566,0.001489063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001548662,"threshold_uncertainty_score":0.005180717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260203916409051,"score_gpt":0.2448372652585847,"score_spread":0.2322352260944942,"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."}}