{"id":"W4360990518","doi":"10.1016/j.pdpdt.2023.103421","title":"Using rare-earth based nanoscintillators for X-ray induced photodynamic therapy","year":2023,"lang":"en","type":"article","venue":"Photodiagnosis and Photodynamic Therapy","topic":"Nanoplatforms for cancer theranostics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Photodynamic therapy; Radiation therapy; Pancreatic cancer; Photosensitizer; Cancer research; Ionizing radiation; Materials science; Medicine; Chemistry; Nuclear medicine; Irradiation; Cancer; Photochemistry; Internal medicine; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004170311,0.000715637,0.0007116034,0.0005690974,0.0003647668,0.0001799349,0.00039145,0.000339879,0.0001671722],"category_scores_gemma":[0.00002805402,0.0006716826,0.0003350546,0.001041311,0.0001036178,0.0002701349,0.00003393569,0.0003099502,0.00002236792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001650457,"about_ca_system_score_gemma":0.0001103234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001998089,"about_ca_topic_score_gemma":0.00009364974,"domain_scores_codex":[0.9973385,0.00004652471,0.0005986821,0.000661721,0.0003771016,0.0009774255],"domain_scores_gemma":[0.9983786,0.0005216519,0.0001320466,0.0006166774,0.00009869577,0.0002523084],"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":[0.000260343,0.00007418863,0.0004677489,0.00009100694,0.00024853,0.00001088559,0.0003772976,0.0111033,0.9752772,0.00002700326,0.0003251164,0.0117374],"study_design_scores_gemma":[0.005540418,0.0004485009,0.001911003,0.0001342229,0.00003892036,0.000008070921,0.0001003734,0.3973339,0.5759209,0.0005036239,0.01695421,0.001105872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919505,0.001600302,0.0009643995,0.00004751482,0.001528248,0.002314972,0.0003921446,0.001097385,0.0001045377],"genre_scores_gemma":[0.988532,0.008724556,0.0008093356,0.0005270694,0.0001695899,0.0007537917,0.0001231297,0.0003199186,0.00004060925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3993563,"threshold_uncertainty_score":0.9995734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03394367487027523,"score_gpt":0.2709201344186484,"score_spread":0.2369764595483732,"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."}}