{"id":"W4324138325","doi":"10.1038/s41598-023-31108-7","title":"Urinary bio-monitoring of aromatic amine derivatives by new needle trap device packed with the multi-component adsorbent","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Gonabad University of Medical Sciences","keywords":"Adsorption; Detection limit; Extraction (chemistry); Repeatability; Aromatic amine; Chromatography; Analyte; Chemistry; Amine gas treating; Aniline; Reproducibility; Organic chemistry","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":[0.001005304,0.0002602352,0.0003316178,0.00007689092,0.0002367071,0.0001075019,0.0003292779,0.00007765682,0.0001715918],"category_scores_gemma":[0.0002646684,0.0001753673,0.000104757,0.0009736522,0.0003966336,0.00009514684,0.0001700752,0.0001891248,0.00001842317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001019912,"about_ca_system_score_gemma":0.0002024928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002581146,"about_ca_topic_score_gemma":0.00000136491,"domain_scores_codex":[0.9972929,0.00003769697,0.0006767985,0.0007100131,0.0008406877,0.0004419431],"domain_scores_gemma":[0.998012,0.000215913,0.0004710821,0.0009811701,0.00009556786,0.0002242503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001743874,0.0002120968,0.02187433,0.0002715904,0.0001241266,0.0002392287,0.001375409,0.00003393805,0.9701934,0.00000186431,0.004579913,0.001076596],"study_design_scores_gemma":[0.0002654124,0.0000163946,0.006248444,0.0002569323,0.00005543283,0.0001087791,0.002307384,0.0002643278,0.9832128,0.0002655864,0.006731279,0.0002672459],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996334,0.0002024406,0.001683749,0.0004132066,0.0004650472,0.000150723,0.0000035774,0.0001561638,0.0005911147],"genre_scores_gemma":[0.9654387,0.000007902955,0.0158712,0.000007272244,0.00006952287,0.00003396839,0.00008361281,0.00003498445,0.01845281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03089525,"threshold_uncertainty_score":0.7151272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04732270003908465,"score_gpt":0.3014191809364773,"score_spread":0.2540964808973927,"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."}}