{"id":"W1995457062","doi":"10.1021/ac025888j","title":"DNA Damage Detection Technique Applying Time-Resolved Fluorescence Measurements","year":2002,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"DNA and Nucleic Acid Chemistry","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency","keywords":"DNA; Chemistry; DNA damage; Fluorescence; Biophysics; Molecular biology; DNA repair; Biochemistry; Optics; Biology; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001639988,0.0002517888,0.0001904203,0.00001657078,0.0001180728,0.00003898431,0.0003464991,0.0003524684,0.0007448564],"category_scores_gemma":[0.0001909353,0.0002615677,0.0001556918,0.0001470518,0.0001505632,0.000006812462,0.0001443197,0.0002256569,0.0001213247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004448669,"about_ca_system_score_gemma":0.00001767072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003029074,"about_ca_topic_score_gemma":4.677105e-7,"domain_scores_codex":[0.9984823,0.00001951337,0.0002689785,0.0005422528,0.0002985224,0.0003883855],"domain_scores_gemma":[0.9990329,0.00001023294,0.00007627683,0.0005806432,0.00009168097,0.0002083017],"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":[0.00002399568,0.0000894102,0.000265184,0.00004733844,0.0000512134,0.000007777217,0.000003831805,0.000004059041,0.9947553,5.330174e-7,0.002769066,0.001982342],"study_design_scores_gemma":[0.0003072778,0.00003175657,0.00004585175,0.00002387305,0.00004230207,0.00002986428,0.00001211094,0.002423851,0.9839904,0.00001568837,0.01277136,0.0003056351],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190184,0.0002025049,0.002731696,0.0001144305,0.00004668157,0.0002916192,0.00001500755,0.0001224231,0.07745723],"genre_scores_gemma":[0.9925086,0.00002648737,0.0004825713,0.0001026693,0.0003065527,0.00007584968,0.00005790874,0.00003657221,0.006402736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07349024,"threshold_uncertainty_score":0.9999837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0178584863885714,"score_gpt":0.2313103828802555,"score_spread":0.2134518964916841,"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."}}