{"id":"W4405584465","doi":"10.1177/01466453241283931m","title":"Lifetime of dicentric chromosomes for biodosimetry applications","year":2024,"lang":"en","type":"article","venue":"Annals of the ICRP","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré de santé et de services sociaux de la Montérégie-Centre; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Santé Montérégie; Centre Intégré de Santé et de Services Sociaux des Laurentides; Centre Intégré de Santé et de Services Sociaux du Bas-Saint-Laurent; Ministère de la Santé et des Services Sociaux (Québec)","funders":"","keywords":"Biodosimetry; Dicentric chromosome; Medicine; Biology; Genetics; Karyotype; Physics; Ionizing radiation; Chromosome; Nuclear physics","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":[],"consensus_categories":[],"category_scores_codex":[0.00008456934,0.00004673081,0.00006033004,0.00003270609,0.0000257126,0.000005762851,0.0001750636,0.00004877138,0.00001274851],"category_scores_gemma":[0.00002640839,0.00003252606,0.0001155013,0.0001620252,0.00004422554,0.00000150244,0.00004352843,0.00002117426,0.000002871206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001562708,"about_ca_system_score_gemma":0.00004929748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002157073,"about_ca_topic_score_gemma":4.00581e-7,"domain_scores_codex":[0.9996072,0.00001466278,0.000124607,0.0001219818,0.00006308444,0.00006843967],"domain_scores_gemma":[0.9995731,0.00001362863,0.00005958949,0.000266108,0.00006781752,0.00001973068],"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":[0.00001412503,0.00003322826,0.0001550074,0.00008589952,0.00003892699,1.339876e-8,0.00001321237,0.000008321377,0.9414657,0.0006431524,0.0467925,0.01074995],"study_design_scores_gemma":[0.00004227076,0.00002833144,0.0006368747,0.00001907192,0.000009026613,3.565781e-7,0.00001041268,0.00002784759,0.6989558,0.0002835529,0.2999587,0.00002778984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8191995,0.0987767,0.04814928,0.02273052,0.001391827,0.00265777,0.0008431819,0.00006888247,0.006182352],"genre_scores_gemma":[0.997613,0.0005566422,0.0001377598,0.0001948362,0.0001219883,0.00005940605,0.00002597906,0.000007793762,0.001282632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2531662,"threshold_uncertainty_score":0.1326374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02907181564157078,"score_gpt":0.3289619554741124,"score_spread":0.2998901398325416,"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."}}