{"id":"W7083438021","doi":"10.5281/zenodo.15755054","title":"EURL ECVAM Genotoxicity and Carcinogenicity Database of Substances Eliciting Positive and Negative Results in the Ames Test","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Genotoxicity; Ames test; Carcinogen; Gene mutation; In vivo; Test (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006911593,0.001838941,0.003519928,0.02269968,0.0008155925,0.003085207,0.005351542,0.00280556,0.02666654],"category_scores_gemma":[0.01151013,0.0007694939,0.002720783,0.01661983,0.0006128428,0.002364591,0.002953604,0.001204011,0.01431374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001906928,"about_ca_system_score_gemma":0.005179357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007302021,"about_ca_topic_score_gemma":0.006298482,"domain_scores_codex":[0.9897019,0.001934318,0.002874757,0.0009685562,0.004098285,0.000422261],"domain_scores_gemma":[0.9844475,0.003708059,0.003222864,0.00215845,0.00594996,0.0005133324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002983018,0.0008017667,0.0125453,0.07401838,0.001066327,0.001805339,0.0004298259,0.005811452,0.04244458,0.0143617,0.4357726,0.4079598],"study_design_scores_gemma":[0.00009767087,0.0002488518,0.00715294,0.003152652,0.0004053124,0.0005997742,0.00007306154,0.00038246,0.009527409,0.001739451,0.9765534,0.00006703429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.008080964,0.03979566,0.01696456,0.00106503,0.000419945,0.001537534,0.8840485,0.003319201,0.04476861],"genre_scores_gemma":[0.01617178,0.02564022,0.02248278,0.001521066,0.0001074398,0.001776986,0.922761,0.0005555182,0.00898325],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02666654,"threshold_uncertainty_score":0.08920848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02957288902179197,"score_gpt":0.234464555793971,"score_spread":0.2048916667721791,"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."}}