{"id":"W2206015331","doi":"10.1002/jat.3265","title":"BMDExpress Data Viewer ‐ a visualization tool to analyze BMDExpress datasets","year":2015,"lang":"en","type":"article","venue":"Journal of Applied Toxicology","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Health Canada","funders":"Health Canada","keywords":"Visualization; Computer science; Plotter; Benchmark (surveying); Data mining; Data visualization; Exploratory data analysis; Computer graphics (images)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004269197,0.002034923,0.001326593,0.004519749,0.0007755495,0.002761478,0.003285234,0.001416402,0.05926491],"category_scores_gemma":[0.008215915,0.001096041,0.001667364,0.003270457,0.0003932963,0.002410151,0.002810234,0.003492744,0.01651009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009894746,"about_ca_system_score_gemma":0.002337117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0051374,"about_ca_topic_score_gemma":0.005671857,"domain_scores_codex":[0.9987503,0.0002315843,0.0001752762,0.0002457819,0.0004979214,0.00009908691],"domain_scores_gemma":[0.9955724,0.002588373,0.0003177256,0.0005727375,0.0007653023,0.0001834019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001023305,0.0002649513,0.005896288,0.003269742,0.0003267654,0.0007855518,0.00087757,0.006321623,0.01331151,0.01333075,0.865631,0.08896093],"study_design_scores_gemma":[0.0005790798,0.0001437614,0.007891619,0.0007207241,0.0001513207,0.000598283,0.0004749361,0.05452468,0.04313546,0.02227293,0.8692703,0.000236951],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.006590336,0.0006237234,0.165141,0.001704528,0.0003923201,0.0005180986,0.4642093,0.3484893,0.01233127],"genre_scores_gemma":[0.05194705,0.001603871,0.3459065,0.002147367,0.0001888792,0.003115726,0.5175005,0.06552311,0.01206695],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05926491,"threshold_uncertainty_score":0.1982609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03670708708106372,"score_gpt":0.3406066137814016,"score_spread":0.3038995267003378,"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."}}