{"id":"W2027457338","doi":"10.1364/boe.5.001309","title":"Quantitative monitoring of radiation induced skin toxicities in nude mice using optical biomarkers measured from diffuse optical reflectance spectroscopy","year":2014,"lang":"en","type":"article","venue":"Biomedical Optics Express","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario Institute for Cancer Research; Sunnybrook Health Science Centre; Toronto Metropolitan University","funders":"Prostate Cancer Canada; Abbott Fund","keywords":"Diffuse reflectance infrared fourier transform; Diffuse reflection; Optics; Diffuse optical imaging; Spectroscopy; Reflectivity; Materials science; Radiation; Optoelectronics; Medicine; Chemistry; Physics; Tomography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003523692,0.0004078854,0.0002263107,0.0004106211,0.00008742985,0.0002198496,0.0001518041,0.0002248031,0.0004900659],"category_scores_gemma":[0.000222442,0.0001322759,0.0002208497,0.0001969646,0.000200599,0.0002362581,0.0001664571,0.0004262804,0.0001414271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166258,"about_ca_system_score_gemma":0.00009129981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002090822,"about_ca_topic_score_gemma":0.0003499016,"domain_scores_codex":[0.9998764,0.00002718571,0.000007890771,0.00003270341,0.0000437665,0.00001211113],"domain_scores_gemma":[0.9998226,0.00003710285,0.00007476599,0.00002022309,0.00002529772,0.00002008877],"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":[0.00005106983,0.00001496291,0.0002353751,0.000009126084,0.000002645697,0.000005591574,0.000008331015,0.00007514465,0.998904,0.00001470514,0.000004837296,0.0006742613],"study_design_scores_gemma":[0.000006332634,0.0006793796,0.007920124,0.000002808053,0.00001638288,0.00008134439,0.00002290803,0.002516243,0.9884581,0.00005066897,0.0002389534,0.000006731622],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762176,0.0006365519,0.02189169,0.00002043782,0.00001243359,0.00004720481,0.0002790317,0.0001459591,0.0007490693],"genre_scores_gemma":[0.9712115,0.001119978,0.02522406,0.00004343443,0.000008239886,0.0001043811,0.0003550784,0.00003841777,0.001894949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004900659,"threshold_uncertainty_score":0.001863539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03909516811316027,"score_gpt":0.3519203540060387,"score_spread":0.3128251858928784,"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."}}