{"id":"W2053612443","doi":"10.1364/ao.39.002235","title":"Monte Carlo diffusion hybrid model for photon migration in a two-layer turbid medium in the frequency domain","year":2000,"lang":"en","type":"article","venue":"Applied Optics","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; Hamilton Regional Laboratory Medicine Program; Juravinski Cancer Centre","funders":"","keywords":"Monte Carlo method; Optics; Diffusion; Attenuation coefficient; Photon diffusion; Amplitude; Photon transport in biological tissue; Beam (structure); Photon; Physics; Phase (matter); Materials science; Computational physics; Dynamic Monte Carlo method; Direct simulation Monte Carlo; Light source","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003522251,0.0001678286,0.0002580842,0.00009543859,0.00004630244,0.00002891065,0.0001306432,0.00006409045,0.00001712263],"category_scores_gemma":[0.00003568902,0.0001204491,0.00005825164,0.0001624519,0.00006208591,0.0000378543,0.00001296016,0.0003157172,0.00000653887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010614,"about_ca_system_score_gemma":0.00005179788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000237742,"about_ca_topic_score_gemma":0.0002911755,"domain_scores_codex":[0.9988469,0.00001891274,0.0003153139,0.0002636916,0.0002385746,0.0003165331],"domain_scores_gemma":[0.9994663,0.00008000457,0.0000359257,0.0003243111,0.00003571018,0.00005774465],"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":[0.002490442,0.004654892,0.01367949,0.0004984534,0.00009078163,0.0002284252,0.02076503,0.006242889,0.8249417,0.1058189,0.009223846,0.01136522],"study_design_scores_gemma":[0.005116687,0.0003456442,0.002050675,0.0001747558,0.0001046925,0.00002725448,0.000551876,0.8760076,0.03775098,0.07649164,0.0009119042,0.0004662636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768354,0.00005679859,0.004905508,0.001654864,0.00002704259,0.001212732,0.000009304555,0.00008482664,0.01521355],"genre_scores_gemma":[0.9230226,0.0001287707,0.07507528,0.001137189,0.00009068664,0.0003319071,0.00002184217,0.00002555099,0.000166194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8697647,"threshold_uncertainty_score":0.4911772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547510381027429,"score_gpt":0.3009539690067302,"score_spread":0.2854788651964559,"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."}}