{"id":"W1988915043","doi":"10.1289/ehp.1307260","title":"A Framework for the Next Generation of Risk Science","year":2014,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Effects and risks of endocrine disrupting chemicals","field":"Environmental Science","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; National Institute for Occupational Safety and Health; Centers for Disease Control and Prevention; Office of the Secretary of Defense; Health Canada; U.S. Army Corps of Engineers; University of Ottawa; California Environmental Protection Agency; Agency for Toxic Substances and Disease Registry; National Cancer Institute; National Institutes of Health; U.S. Environmental Protection Agency; U.S. Department of Defense","keywords":"Risk management; Risk assessment; Risk management framework; Context (archaeology); Risk analysis (engineering); Agency (philosophy); IT risk management; Business; Population; Computer science; Medicine; Environmental health; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08088317,0.002818154,0.002614661,0.01035808,0.006004338,0.01722015,0.006966477,0.01015365,0.007173017],"category_scores_gemma":[0.04171862,0.001042994,0.003671638,0.004234936,0.0367528,0.01683235,0.01250198,0.01009743,0.001185594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01681597,"about_ca_system_score_gemma":0.02749078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009759229,"about_ca_topic_score_gemma":0.007999645,"domain_scores_codex":[0.9380391,0.04612733,0.00289447,0.003247838,0.008210873,0.00148044],"domain_scores_gemma":[0.9360098,0.04733726,0.002309225,0.003678802,0.008269584,0.002395322],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006051915,0.00002303173,0.00009936305,0.000179528,0.00001384613,0.00005988248,0.000557461,0.003006095,0.00004857749,0.9874292,0.001731364,0.006845591],"study_design_scores_gemma":[0.000009991393,0.00001723795,0.00005254578,0.0005595635,0.000008414206,0.00005109388,0.0007761198,0.002772843,0.00005422689,0.9557949,0.03988362,0.00001955382],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002661284,0.01217938,0.7595327,0.1177011,0.00132656,0.0008939829,0.0002567268,0.0002968129,0.1051515],"genre_scores_gemma":[0.1280931,0.01071638,0.8396965,0.01024531,0.0009655085,0.002606556,0.000378442,0.0001226112,0.007175513],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9191169,"threshold_uncertainty_score":0.4277562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03314909935750965,"score_gpt":0.3767585190246149,"score_spread":0.3436094196671052,"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."}}