{"id":"W2102971773","doi":"10.2203/dose-response.04-002.mitchel","title":"Low Doses of Radiation are Protective <i>in vitro</i> and <i>in vivo</i> : Evolutionary Origins","year":2006,"lang":"en","type":"article","venue":"Dose-Response","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada)","funders":"Health Canada","keywords":"Offspring; Low Dose Radiation; Ionizing radiation; Biology; In vivo; In vitro; DNA damage; Toxicology; Irradiation; Dose rate; Physiology; Genetics; Andrology; Cancer research; Cancer; DNA; Pregnancy; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008215451,0.0001788753,0.0003597029,0.0004736626,0.00003745147,0.0000091744,0.00006160363,0.0001484067,0.00002374494],"category_scores_gemma":[0.0007135049,0.0001765287,0.00006505335,0.0005221248,0.00009980663,0.0001807914,0.00002005426,0.0002118071,0.000009374101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003757272,"about_ca_system_score_gemma":0.0002077697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002702934,"about_ca_topic_score_gemma":0.00008216094,"domain_scores_codex":[0.998284,0.0004915494,0.0003754859,0.0003104133,0.0002918114,0.0002467083],"domain_scores_gemma":[0.998682,0.0007421448,0.0001846451,0.000241935,0.0000756076,0.00007373147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.04281031,0.0005251315,0.07110343,0.000140606,0.00001706275,0.0001353751,0.0003215411,0.0005880445,0.8817325,0.00005395437,0.001082178,0.001489878],"study_design_scores_gemma":[0.004204202,0.0003227184,0.6977089,0.0001325421,0.00001710894,0.00003319068,0.00009327646,0.0007745775,0.2941156,0.0001044153,0.002354567,0.0001388772],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996173,0.0007369351,0.00004703938,0.001582537,0.00007897603,0.001106227,0.00008038564,0.00004988114,0.0001450009],"genre_scores_gemma":[0.99897,0.00001791382,0.0003403459,0.000189257,0.00008955561,0.0001110794,0.00001545932,0.0000257169,0.0002407186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6266055,"threshold_uncertainty_score":0.7198634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00480832612649117,"score_gpt":0.2391846313635992,"score_spread":0.234376305237108,"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."}}