{"id":"W2113045550","doi":"10.1117/1.jbo.18.6.067005","title":"Phase-function corrected diffusion model for diffuse reflectance of a pencil beam obliquely incident on a semi-infinite turbid medium","year":2013,"lang":"en","type":"article","venue":"Journal of Biomedical Optics","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Monte Carlo method; Optics; Point spread function; Photon diffusion; Photon transport in biological tissue; Diffusion; Inverse problem; Reflectometry; Computer science; Physics; Mathematics; Mathematical analysis; Statistics; Markov chain Monte Carlo","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":[0.000332487,0.0001922298,0.0004067146,0.000249552,0.00004574229,0.0000276359,0.0002140885,0.0001610534,0.00003760092],"category_scores_gemma":[0.0005897198,0.0001508099,0.0001534948,0.0002513468,0.00009368944,0.000170727,0.00002416429,0.0004469512,0.000004578126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001882776,"about_ca_system_score_gemma":0.0001654291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004866675,"about_ca_topic_score_gemma":0.000001115976,"domain_scores_codex":[0.998119,0.00001673245,0.0007895295,0.0001197897,0.0006493262,0.000305609],"domain_scores_gemma":[0.9985213,0.0003407987,0.0003195625,0.00015365,0.00039023,0.0002744497],"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":[0.0003921799,0.001262343,0.0000213883,0.0002463269,0.000152235,0.0000156774,0.0008218978,0.009344636,0.9702747,0.00005887518,0.0104834,0.006926378],"study_design_scores_gemma":[0.00378693,0.001128688,0.0001148516,0.0003548451,0.00011248,0.00005955532,0.0001144474,0.9808152,0.01219865,0.0008421728,0.0003052078,0.0001669807],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6275156,0.0001199755,0.37093,0.0001743816,0.0008623028,0.0001877918,0.00002069677,0.00003712193,0.0001520777],"genre_scores_gemma":[0.9924941,0.0002701544,0.006604781,0.0002134541,0.0002783524,0.00001384876,0.00001165337,0.00003512529,0.0000785453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9714705,"threshold_uncertainty_score":0.6149849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534948206432606,"score_gpt":0.2542463456409311,"score_spread":0.238896863576605,"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."}}