{"id":"W7115813177","doi":"","title":"Investigating the Role of Energy Metabolism In the Radiation-Induced Bystander Effect","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Research Chairs","keywords":"Bystander effect; Oxidative phosphorylation; Mitochondrion; Glycolysis; NAD+ kinase; Phosphorylation; Extracellular; Transfection; Signal transduction","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003547461,0.0002958675,0.0005063557,0.0003229978,0.0001276083,0.00003103968,0.0004396172,0.0003264737,0.001800362],"category_scores_gemma":[0.0002094867,0.0002038742,0.0002082621,0.00111239,0.00004108831,0.0001217414,0.00003443729,0.0005217652,0.000004292085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001220949,"about_ca_system_score_gemma":0.0003167785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005908037,"about_ca_topic_score_gemma":0.001272895,"domain_scores_codex":[0.9981256,0.0006069279,0.0002889371,0.0003175291,0.0004339436,0.0002271128],"domain_scores_gemma":[0.9983775,0.0006799834,0.0003367347,0.0004291767,0.0001174493,0.00005915594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005525979,0.0001463716,0.01859836,0.0009003839,0.0007421455,0.00006514283,0.007386385,0.0001939472,0.009405869,0.02404753,0.001245816,0.9367154],"study_design_scores_gemma":[0.009647553,0.0007768633,0.1465202,0.001902223,0.003359724,0.00001946881,0.03191609,0.001597511,0.05591391,0.001191238,0.7461633,0.0009919559],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2840753,0.002441303,0.0000229421,0.0005500683,0.000414766,0.001074835,0.00001836139,0.00005203467,0.7113504],"genre_scores_gemma":[0.8757598,0.00007116553,0.00005426353,0.000385125,0.0001442602,0.00001055812,0.0003052941,0.00003307487,0.1232364],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9357235,"threshold_uncertainty_score":0.9991121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006554015375835253,"score_gpt":0.2163593406009938,"score_spread":0.2098053252251586,"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."}}