{"id":"W2007886183","doi":"10.1117/12.909368","title":"Design of an optimum ultrasound pattern to minimize multiple-scattered light reflected from inhomogeneous tissue","year":2012,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Multiphysics; Optical coherence tomography; Ultrasound; Refractive index; Optics; Materials science; Computer science; Biomedical engineering; Acoustics; Finite element method; Physics; Engineering","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":[0.0002270971,0.000477881,0.0003084398,0.000367891,0.0001479781,0.0004135859,0.0004347198,0.0003900744,0.0007154274],"category_scores_gemma":[0.0008753698,0.0003303561,0.0001652379,0.0002356156,0.0003159766,0.0003977923,0.0002401925,0.000216079,0.0003282499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003340094,"about_ca_system_score_gemma":0.0006586607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003808821,"about_ca_topic_score_gemma":0.000783226,"domain_scores_codex":[0.9998205,0.00002636145,0.00001332274,0.00004764391,0.00007199053,0.00002012476],"domain_scores_gemma":[0.9995667,0.00008890278,0.0001225434,0.00003112058,0.0001498298,0.00004090072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001496573,0.000113257,0.0009814625,0.000145878,0.00002058672,0.00008465667,0.00006633205,0.03703476,0.9240931,0.002345252,0.000410761,0.03455421],"study_design_scores_gemma":[0.0001573537,0.0008098657,0.00267149,0.00003912613,0.00006974927,0.00051728,0.0000809758,0.370384,0.6173895,0.002569189,0.005249777,0.00006173841],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1895232,0.0003645903,0.805988,0.0002884037,0.00006452738,0.0001480627,0.000100132,0.0002933567,0.003229774],"genre_scores_gemma":[0.5290371,0.0003107568,0.4682608,0.0001096029,0.00002384079,0.0002151602,0.00007232803,0.0001084909,0.001861854],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0007154274,"threshold_uncertainty_score":0.002423406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01677780520036056,"score_gpt":0.2401404940325116,"score_spread":0.223362688832151,"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."}}