{"id":"W1807576007","doi":"10.1093/mutage/gev050","title":"MutAIT: an online genetic toxicology data portal and analysis tools","year":2015,"lang":"en","type":"article","venue":"Mutagenesis","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Informatics; Computer science; Benchmarking; Benchmark (surveying); Data curation; Data science; Data mining; Computational biology; Biology; Engineering; Business; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006298996,0.002532726,0.002042389,0.008207395,0.000754854,0.004287347,0.004507242,0.001982006,0.06914113],"category_scores_gemma":[0.01704456,0.001370414,0.00169679,0.005804202,0.0006412263,0.005301883,0.006167823,0.003152907,0.03808532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001203139,"about_ca_system_score_gemma":0.002758983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002335422,"about_ca_topic_score_gemma":0.002198125,"domain_scores_codex":[0.9970167,0.0005168605,0.0003882023,0.0004001422,0.001472648,0.0002055108],"domain_scores_gemma":[0.9899637,0.004875288,0.001038746,0.001601087,0.001362346,0.001158803],"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":[0.00154481,0.0004834637,0.005487044,0.0025515,0.0002782293,0.001495096,0.0005986745,0.00530395,0.01117636,0.01425711,0.7345695,0.2222542],"study_design_scores_gemma":[0.0008270739,0.0002858233,0.006732903,0.0005914522,0.0001344147,0.001208633,0.0002158244,0.02143236,0.01626236,0.03522659,0.9167387,0.0003439322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.003445777,0.0009051107,0.1664696,0.001204786,0.0003144103,0.0006998791,0.2251428,0.5900393,0.01177857],"genre_scores_gemma":[0.02926848,0.002430395,0.3125272,0.002244468,0.0004232641,0.003074198,0.5279135,0.1039035,0.01821492],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.06914113,"threshold_uncertainty_score":0.2313001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093459954638972,"score_gpt":0.3321601715263805,"score_spread":0.2228141760624833,"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."}}