{"id":"W2111096943","doi":"10.1016/j.jphotobiol.2006.11.001","title":"Monte Carlo simulation of cutaneous reflectance and fluorescence measurements – The effect of melanin contents and localization","year":2006,"lang":"en","type":"article","venue":"Journal of Photochemistry and Photobiology B Biology","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"","keywords":"Melanin; Monte Carlo method; Diffuse reflectance infrared fourier transform; Materials science; Fluorescence; Reflectivity; Spectroscopy; Optics; Dermatology; Chemistry; Physics; Medicine; Mathematics","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":[0.0007877466,0.0003568664,0.0007130543,0.0003515418,0.0004593182,0.0006067227,0.0007240768,0.001807328,0.001708647],"category_scores_gemma":[0.004254599,0.0005624758,0.0006183703,0.0004179671,0.0006660689,0.0004222782,0.0003427266,0.0007666401,0.0001600414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009365728,"about_ca_system_score_gemma":0.001030162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02087749,"about_ca_topic_score_gemma":0.01075568,"domain_scores_codex":[0.9997415,0.0001064971,0.000009695237,0.00003897564,0.0000571273,0.00004623063],"domain_scores_gemma":[0.9948132,0.00428744,0.0002730188,0.0001529065,0.0003440158,0.000129445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007906966,0.0000283974,0.0006961213,0.00001491858,0.00001314457,0.00004485614,0.00001638076,0.9966236,0.0008052451,0.0008318734,0.00006233403,0.0007840524],"study_design_scores_gemma":[0.00000800131,0.000009591404,0.0001367628,0.000001899691,0.000003522714,0.000009876135,0.000003391375,0.9993263,0.000312041,0.0001568752,0.00002787346,0.000003808707],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8711234,0.0005446753,0.1205773,0.0005858963,0.00007836748,0.00007553797,0.0002303137,0.0003542553,0.006430179],"genre_scores_gemma":[0.9879533,0.00008230941,0.01051239,0.00008519864,0.00001073256,0.00004666226,0.00007773918,0.00004213052,0.001189501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02087749,"threshold_uncertainty_score":0.04151189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148466171195673,"score_gpt":0.3084247647853218,"score_spread":0.2969401030733651,"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."}}