{"id":"W1577462866","doi":"10.1002/bimj.201300250","title":"Simultaneous confidence bands for low‐dose risk estimation with quantal data","year":2014,"lang":"en","type":"article","venue":"Biometrical Journal","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Confidence interval; Benchmark (surveying); Data set; Statistics; Low Confidence; Set (abstract data type); Computer science; Mathematics; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005531532,0.0001252254,0.0001490008,0.0001735087,0.0001812166,0.0001081487,0.0003470339,0.0001004599,0.00001666297],"category_scores_gemma":[0.00101425,0.00009349576,0.00006344054,0.0003399776,0.00006154974,0.000008201128,0.0001128663,0.0001191603,0.000004975104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002327879,"about_ca_system_score_gemma":0.00008429359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001341657,"about_ca_topic_score_gemma":0.00001114171,"domain_scores_codex":[0.9989343,0.00005867128,0.0002238562,0.00029914,0.0002493778,0.0002346818],"domain_scores_gemma":[0.998961,0.0001535775,0.000171377,0.0003804293,0.0001605869,0.0001729734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002684424,0.0007103086,0.005111536,0.00007538879,0.0003889827,0.00004608646,0.00003554651,0.003985178,0.3873442,0.0001820338,0.00968794,0.5897484],"study_design_scores_gemma":[0.007540365,0.01309525,0.01406508,0.00008000439,0.0003441393,0.001731512,0.0001326948,0.7571939,0.1154822,0.0005230939,0.08870403,0.00110769],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.387457,0.0002629541,0.6117472,0.00009372555,0.0001158985,0.0001376256,0.0001337365,0.000005775667,0.00004610643],"genre_scores_gemma":[0.9748591,0.0001427489,0.02419386,0.0001124214,0.0004155141,0.000004217023,0.0002006913,0.00001463698,0.00005687487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7532087,"threshold_uncertainty_score":0.3812647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028625022473166,"score_gpt":0.3061047778382376,"score_spread":0.2858185276135059,"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."}}