{"id":"W2152533459","doi":"10.1667/rr0742.1","title":"Detrimental and Protective Bystander Effects: A Model Approach","year":2007,"lang":"en","type":"article","venue":"Radiation Research","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Bystander effect; Apoptosis; In vitro; Biology; Cell; Transformation (genetics); Cancer research; Cell biology; Immunology; Genetics; Gene","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":[0.0004968065,0.0006111559,0.0007692226,0.0005017613,0.0002195821,0.0006737826,0.001137785,0.0009247203,0.001455935],"category_scores_gemma":[0.001102131,0.0001843175,0.001056325,0.0002939448,0.0004172617,0.001179102,0.0005102975,0.001044619,0.0005653261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004926874,"about_ca_system_score_gemma":0.0004856997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006428867,"about_ca_topic_score_gemma":0.0006788416,"domain_scores_codex":[0.9997382,0.00008526001,0.0000128827,0.00005526135,0.00008178024,0.00002667385],"domain_scores_gemma":[0.9995528,0.0002189688,0.00006749162,0.00007874993,0.00005484529,0.00002724256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003363515,0.0004125662,0.002435345,0.0005175519,0.0001231162,0.0003949998,0.0002530171,0.4497618,0.3603708,0.153193,0.001462987,0.03073851],"study_design_scores_gemma":[0.00003825146,0.0007299674,0.0009697197,0.00001861743,0.00008240455,0.0002930474,0.00003456532,0.9247648,0.02376074,0.04365806,0.005605965,0.00004388275],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2088103,0.001203971,0.7774822,0.0006766868,0.0001601161,0.0002016116,0.0003868491,0.0003849823,0.01069323],"genre_scores_gemma":[0.8842434,0.003321486,0.09316612,0.0003100733,0.0001353459,0.0006784385,0.0005054661,0.0001361745,0.0175034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001455935,"threshold_uncertainty_score":0.004870594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03994072232520349,"score_gpt":0.4040668036949346,"score_spread":0.3641260813697311,"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."}}