{"id":"W4321504307","doi":"10.1016/b978-0-12-824315-2.00557-1","title":"Ionizing radiation toxicology","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Ionizing radiation; Linear energy transfer; Radiation; Physics; Irradiation; Ionization; Atomic physics; Radiochemistry; Ion; Nuclear physics; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001025586,0.0003620866,0.0006187067,0.0002915538,0.0008657014,0.00001128772,0.000245628,0.001133637,0.0008191473],"category_scores_gemma":[0.0001166098,0.0003486541,0.0001973867,0.00002193238,0.00008852277,0.00005212443,0.0001250587,0.001770317,0.007027477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004612145,"about_ca_system_score_gemma":0.0004918294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001499625,"about_ca_topic_score_gemma":0.0001186887,"domain_scores_codex":[0.9975356,0.0002607278,0.0006847092,0.0004912593,0.00045822,0.0005695123],"domain_scores_gemma":[0.998212,0.000424851,0.0005421335,0.0005240059,0.0001251162,0.000171905],"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":[0.00002275446,0.000006853529,0.00008128706,0.0002571144,0.0001572222,0.00003350184,0.0007223426,9.670453e-7,0.0001062416,0.0118645,0.005244026,0.9815032],"study_design_scores_gemma":[0.0004773821,0.00005019991,0.0004132856,0.0007320487,0.0001014099,0.00000264994,0.0000425367,0.000006550428,0.00001078949,0.008027191,0.9898068,0.0003291332],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009339752,0.0004464178,0.000006969636,0.0003711077,0.004695188,0.001272431,0.00003842335,0.000320496,0.9927556],"genre_scores_gemma":[0.0006248041,0.0004390753,0.00006949618,0.001013687,0.001749252,0.000149704,0.00005701629,0.0001647651,0.9957322],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9845628,"threshold_uncertainty_score":0.9998965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096783730015957,"score_gpt":0.3746991837998315,"score_spread":0.2650208107982358,"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."}}