{"id":"W4360990597","doi":"10.1016/j.pdpdt.2023.103438","title":"Investigation on Changes of Optical Tissue Properties related to iPDT on Malignant Gliomas","year":2023,"lang":"en","type":"article","venue":"Photodiagnosis and Photodynamic Therapy","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Methemoglobin; Context (archaeology); Materials science; Transmittance; Biomedical engineering; Hemoglobin; Nuclear magnetic resonance; Medicine; Optoelectronics; Internal medicine; Biology","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":[0.0002697349,0.0002129339,0.0003771971,0.000347547,0.00007170809,0.00002709445,0.00008102413,0.0001114354,0.00006196892],"category_scores_gemma":[0.00009486036,0.0001529394,0.00005296823,0.0005060714,0.0001456527,0.00002960076,0.00002585896,0.0001792997,0.000040808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004411663,"about_ca_system_score_gemma":0.00002687433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001238264,"about_ca_topic_score_gemma":0.000009746634,"domain_scores_codex":[0.9987728,0.00004657662,0.0002521119,0.0003667094,0.0002816784,0.0002801091],"domain_scores_gemma":[0.9992669,0.0001364167,0.00005456373,0.0002912674,0.00006306056,0.0001877772],"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":[0.0004418072,0.0001560126,0.0009306564,0.00005978606,0.00004697391,0.00002757147,0.0007092798,0.000004693124,0.9860062,0.001482646,0.0009091189,0.009225232],"study_design_scores_gemma":[0.0006676033,0.004146041,0.007927474,0.0006269537,0.00002157188,0.00001136495,0.00006548913,0.0006390099,0.983657,0.0006506549,0.001411652,0.0001751543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896975,0.000196022,0.000004345487,0.00757957,0.00008760597,0.0009698648,0.00001754863,0.0003020289,0.00114548],"genre_scores_gemma":[0.9944994,0.002508743,0.0003451564,0.001895596,0.00002960443,0.00029322,0.00002514861,0.00004098759,0.0003621096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009050078,"threshold_uncertainty_score":0.6236687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04233152232883407,"score_gpt":0.3118637303651689,"score_spread":0.2695322080363348,"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."}}