{"id":"W4417496293","doi":"10.1117/1.jbo.30.s3.s34118","title":"Photodynamic therapy dosimetry: current status and the emerging challenge of immune stimulation","year":2025,"lang":"en","type":"article","venue":"Journal of Biomedical Optics","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Photodynamic therapy; Current (fluid); Immune system; Immunotherapy; Optical imaging; Radiation therapy","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":[0.001208086,0.0001239857,0.0005531125,0.0003629103,0.00007047704,0.00001211215,0.000138077,0.00006519256,0.00002364137],"category_scores_gemma":[0.0005379473,0.00006696021,0.0001671836,0.0004366113,0.0007069297,0.00005174548,0.0000819288,0.0004992686,3.382871e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008922633,"about_ca_system_score_gemma":0.000243175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001324128,"about_ca_topic_score_gemma":8.676855e-7,"domain_scores_codex":[0.9981678,0.0001082602,0.0007343481,0.0000970004,0.0006601427,0.0002324461],"domain_scores_gemma":[0.9985631,0.0005166556,0.0003494685,0.0001712132,0.0002720986,0.0001274736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01060418,0.001996455,0.001793853,0.0007836619,0.003152696,0.00005129707,0.003411275,0.00003305108,0.1457167,0.003655764,0.0003796468,0.8284214],"study_design_scores_gemma":[0.2411072,0.01944329,0.3495712,0.01160035,0.002953089,0.0003338696,0.008388421,0.2060871,0.04116879,0.0334346,0.08454075,0.001371354],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410318,0.05131606,0.00102233,0.005637362,0.000435404,0.0003425938,0.000006277464,0.000007263866,0.0002009362],"genre_scores_gemma":[0.9156243,0.08388504,0.0002822702,0.00006811086,0.00009097215,0.000002934237,0.000003047637,0.000008459469,0.00003483408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.82705,"threshold_uncertainty_score":0.2730558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588052950459259,"score_gpt":0.3518235090933843,"score_spread":0.3359429795887917,"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."}}