{"id":"W248872059","doi":"","title":"Safety testing of chemicals with a high likelihood of humans being exposed to them is a reasonable public health policy.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Council on Animal Care","funders":"","keywords":"Public health; Environmental health; Risk analysis (engineering); Business; Medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004471863,0.0002199644,0.0004906133,0.000107486,0.00006363024,0.00001684068,0.0003190819,0.00008417908,0.00003201729],"category_scores_gemma":[0.0003161377,0.000184119,0.00008927604,0.0009838551,0.00005597137,0.00008977314,0.0001749289,0.0001681329,0.000003822378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002786562,"about_ca_system_score_gemma":0.00007512215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003103316,"about_ca_topic_score_gemma":0.00002753531,"domain_scores_codex":[0.9977313,0.00002039279,0.0006571798,0.0003560612,0.0003896143,0.0008454822],"domain_scores_gemma":[0.998769,0.0001827473,0.0002499413,0.0003938098,0.0001191771,0.0002853496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009939624,0.003605531,0.02495234,0.004808034,0.001046187,0.00002217273,0.003748861,0.004671494,0.4094915,0.1004355,0.007361964,0.4388624],"study_design_scores_gemma":[0.003956772,0.0001466187,0.06601601,0.0005005014,0.00008897133,0.000009791551,0.0002475085,0.0009845177,0.8992298,0.005846815,0.02195553,0.001017143],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426688,0.0001677141,0.006962638,0.0116964,0.0000478701,0.001719811,0.00009394839,0.0003569151,0.03628591],"genre_scores_gemma":[0.9919702,0.00001233902,0.006609411,0.0003876777,0.000173663,0.0002607552,0.00002324777,0.0000419302,0.0005207833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4897383,"threshold_uncertainty_score":0.7508155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396552312539582,"score_gpt":0.2148660466923589,"score_spread":0.1909005235669631,"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."}}