{"id":"W7132918259","doi":"","title":"In Vivo Effects of Stereotactic Body Radiation Therapy on the Pancreatic Tumor Microenvironment","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pancreatic cancer; Tumor microenvironment; Pancreatic tumor; Radiation therapy; Tumor hypoxia; Hypoxia (environmental); In vivo; Pancreas","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":[0.0002009944,0.0002584358,0.0002839378,0.0001646759,0.0001430296,0.0003183487,0.0001467575,0.0002478177,0.001053756],"category_scores_gemma":[0.0001018957,0.0001567377,0.0003051568,0.0001471145,0.000261283,0.0001846004,0.0001300791,0.0006368925,0.0001895476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000291722,"about_ca_system_score_gemma":0.0003289155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307648,"about_ca_topic_score_gemma":0.001206889,"domain_scores_codex":[0.9998517,0.00002722894,0.000005884557,0.0000440916,0.00003082555,0.00004028032],"domain_scores_gemma":[0.9998899,0.0000336527,0.00002660197,0.00001790011,0.000009415529,0.00002255078],"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":[0.0003322611,0.0001347903,0.0001635849,0.00003079421,0.000006667499,0.00004118783,0.0000351065,0.0003417235,0.9972484,0.00006166226,0.00004881754,0.00155499],"study_design_scores_gemma":[0.00004260419,0.001951599,0.005172313,0.000004369576,0.00002523714,0.0001053804,0.00005298578,0.003423645,0.9879959,0.00004753701,0.001171053,0.000007377617],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933449,0.001327105,0.003093996,0.00006849572,0.00005053531,0.00004130937,0.0002745816,0.00008049892,0.001718548],"genre_scores_gemma":[0.9946684,0.0007215289,0.002891931,0.00004734125,0.0000189544,0.00005903756,0.0002568682,0.00002871471,0.001307206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001307648,"threshold_uncertainty_score":0.003525138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007203993890813915,"score_gpt":0.2731244482626999,"score_spread":0.2659204543718859,"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."}}