{"id":"W2088076737","doi":"10.2144/000112441","title":"Approach for Assessing Total Cellular DNA Damage","year":2007,"lang":"en","type":"article","venue":"BioTechniques","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; National Institute of Standards and Technology; National Research Foundation","keywords":"DNA damage; Genotoxicity; Computational biology; Population; Comet assay; Biology; Computer science; DNA; Genetics; Medicine; Toxicity","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001016127,0.00139293,0.0007238418,0.005009692,0.0008421018,0.0007530564,0.001197861,0.001290274,0.007162652],"category_scores_gemma":[0.0008913595,0.0006116588,0.0007140382,0.001989879,0.0006221433,0.0008228261,0.001128561,0.002136152,0.005349938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008243231,"about_ca_system_score_gemma":0.001006972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009927176,"about_ca_topic_score_gemma":0.003069509,"domain_scores_codex":[0.9980159,0.0003641912,0.000125754,0.0004379753,0.0009682814,0.00008788805],"domain_scores_gemma":[0.9993504,0.0001323043,0.00007311137,0.00009652966,0.0002997297,0.00004788728],"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":[0.0001090423,0.0001021659,0.0009934983,0.0009134284,0.00005246944,0.0001339904,0.0001760353,0.0004188698,0.9201977,0.003612035,0.00205924,0.07123155],"study_design_scores_gemma":[0.00004842391,0.001213349,0.007009374,0.0002415789,0.0001657283,0.002557362,0.0003293621,0.004397953,0.831041,0.004667976,0.148187,0.0001408373],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02612514,0.0190595,0.9209726,0.0006676362,0.0008325416,0.001701798,0.002362264,0.002383711,0.0258948],"genre_scores_gemma":[0.07237747,0.02146534,0.8644373,0.0008022526,0.0001017435,0.004385556,0.002474773,0.0002469963,0.03370848],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007162652,"threshold_uncertainty_score":0.02396148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576136545757149,"score_gpt":0.2939983325790176,"score_spread":0.2782369671214461,"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."}}