{"id":"W4289917556","doi":"10.17816/humeco106218","title":"Application inductively coupled plasma mass spectrometry for assessing the content of essential and toxic elements in whole blood of unexposed adults in the Russian Federation","year":2022,"lang":"en","type":"article","venue":"Ekologiya Cheloveka (Human Ecology)","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inductively coupled plasma mass spectrometry; Russian federation; Mass spectrometry; Environmental chemistry; Chemistry; Inductively coupled plasma; Radiochemistry; Analytical Chemistry (journal); Chromatography; Plasma; Physics; Nuclear physics; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000921201,0.0002646945,0.0002162435,0.0007228981,0.000379009,0.0002828012,0.0002911682,0.0002523924,0.0003819679],"category_scores_gemma":[0.0004824973,0.0001158438,0.0002249517,0.0005259,0.0002054313,0.0001130456,0.0002614285,0.0001380287,0.0001240082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002974025,"about_ca_system_score_gemma":0.0005162969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01338169,"about_ca_topic_score_gemma":0.01296909,"domain_scores_codex":[0.9994982,0.0001507938,0.00005345169,0.0001293697,0.0001278585,0.00004020607],"domain_scores_gemma":[0.9998617,0.00002163969,0.00003195823,0.00001212504,0.00006463168,0.000007918941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002379517,0.0001284204,0.8884624,0.0001623829,0.0001247053,0.000282461,0.001357816,0.0003666555,0.07202579,0.000163778,0.0003937592,0.03629391],"study_design_scores_gemma":[0.0000115365,0.0005026537,0.9795495,0.00003207745,0.0001134982,0.000933464,0.0007236961,0.0009962136,0.01356556,0.0001041745,0.003457823,0.000009782577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914246,0.001189024,0.004467839,0.00004730757,0.00002111686,0.00005759195,0.0005960219,0.00003571096,0.002160768],"genre_scores_gemma":[0.992101,0.0006919117,0.005689481,0.00006221631,0.00001268733,0.00005913267,0.0005071332,0.000004384536,0.0008719604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01338169,"threshold_uncertainty_score":0.02660757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857023820987744,"score_gpt":0.2622170733826538,"score_spread":0.2436468351727764,"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."}}