{"id":"W7056344877","doi":"","title":"Empirical comparison of genotoxic potency estimations: the in vitro DNA-damage ToxTracker endpoints versus the in vivo micronucleus assay","year":2021,"lang":"en","type":"article","venue":"Cronfa (Swansea University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Girton College, University of Cambridge; Engineering and Physical Sciences Research Council; Directorate for Biological Sciences","keywords":"Potency; In vivo; In vitro; Micronucleus test; Micronucleus; Cytotoxicity","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":[0.01073741,0.0009132426,0.0007938543,0.003905181,0.0002327796,0.001203915,0.001618175,0.001406338,0.002331146],"category_scores_gemma":[0.02938886,0.0002768444,0.0006921507,0.00215338,0.0005830086,0.001303319,0.001483533,0.0008280741,0.0006914664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008006251,"about_ca_system_score_gemma":0.0004860059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001685058,"about_ca_topic_score_gemma":0.002226982,"domain_scores_codex":[0.9891305,0.004943697,0.0007776626,0.001236343,0.003760281,0.0001515713],"domain_scores_gemma":[0.9574056,0.02535699,0.005010704,0.005283177,0.006634645,0.0003088344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004625518,0.001235018,0.3417781,0.003708077,0.00191984,0.0005127912,0.001103279,0.08117942,0.2841016,0.007130947,0.003154414,0.269551],"study_design_scores_gemma":[0.0001403981,0.0108158,0.2863187,0.0006460217,0.001472638,0.003624872,0.001213497,0.08357777,0.5833692,0.007077836,0.02146712,0.0002762146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7868811,0.01931758,0.1569591,0.0007438379,0.0001663798,0.0004685072,0.0112749,0.0005087202,0.02367982],"genre_scores_gemma":[0.956993,0.005774216,0.02806927,0.0002183093,0.00005978402,0.0002067816,0.004950703,0.0001035064,0.003624413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01073741,"threshold_uncertainty_score":0.05678552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03114064185195384,"score_gpt":0.2961372347818694,"score_spread":0.2649965929299155,"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."}}