{"id":"W4382401487","doi":"10.1038/s41370-023-00574-6","title":"Non-targeted analysis (NTA) and suspect screening analysis (SSA): a review of examining the chemical exposome","year":2023,"lang":"en","type":"review","venue":"Journal of Exposure Science & Environmental Epidemiology","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":174,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"National Center for Advancing Translational Sciences; National Institute of Standards and Technology; National Institute of Environmental Health Sciences; Health Canada; U.S. Food and Drug Administration; U.S. Environmental Protection Agency","keywords":"Exposome; Environmental chemistry; Environmental science; Human health; Chemistry; Environmental health; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00241912,0.001337895,0.002334768,0.008410361,0.00046146,0.001671102,0.00115146,0.001542136,0.002605357],"category_scores_gemma":[0.005462489,0.0006023116,0.002134209,0.007576528,0.001033741,0.002689841,0.000935445,0.001059975,0.0006906043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009945068,"about_ca_system_score_gemma":0.003667221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003146706,"about_ca_topic_score_gemma":0.004863419,"domain_scores_codex":[0.9985698,0.0003611556,0.0003655348,0.0002587572,0.0003887385,0.00005585918],"domain_scores_gemma":[0.992883,0.005169795,0.0008263476,0.0001530559,0.0008727425,0.00009501298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001310509,0.0001125523,0.001442722,0.2985028,0.000702934,0.0003870419,0.0004434491,0.0005778253,0.002850856,0.003509567,0.01366962,0.6776695],"study_design_scores_gemma":[0.00002637953,0.0005502029,0.008528627,0.1132308,0.00388323,0.003303627,0.0007261182,0.0004338474,0.003082054,0.004588103,0.8615121,0.000134895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002497435,0.9985996,0.0003257317,0.0002266441,0.00008451797,0.00001401268,0.00006280196,0.000006960475,0.0004299795],"genre_scores_gemma":[0.001287996,0.9975933,0.0005522241,0.0002472573,0.00008384688,0.00002273161,0.0000580884,0.000003022588,0.0001514602],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008410361,"threshold_uncertainty_score":0.01279366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08712610547002023,"score_gpt":0.3743843157720637,"score_spread":0.2872582103020435,"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."}}