{"id":"W4320014724","doi":"10.1007/978-3-031-07392-2_4","title":"Erythrocyte Acetylcholinesterase as a Biomarker of Environmental Lead Exposure","year":2023,"lang":"en","type":"book-chapter","venue":"Biomarkers in disease","topic":"Cholinesterase and Neurodegenerative Diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Acetylcholinesterase; Neurotoxicity; Biomarker; Cholinergic; Toxicant; Biology; Neuroscience; Medicine; Toxicity; Internal medicine; Enzyme; Biochemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001434907,0.0007483505,0.0009157287,0.0007589192,0.0000550175,0.0000235562,0.0002244252,0.0003360952,0.001128187],"category_scores_gemma":[0.0001581625,0.0007202497,0.0007282411,0.0001463872,0.000430083,0.0001173123,0.0002172842,0.000291227,0.0004369845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648672,"about_ca_system_score_gemma":0.0003957788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001020888,"about_ca_topic_score_gemma":0.00001208971,"domain_scores_codex":[0.9968731,0.00006111051,0.0009134159,0.0009972808,0.0007376587,0.0004174275],"domain_scores_gemma":[0.9977626,0.0001465764,0.0003318882,0.001027292,0.00005632609,0.0006753752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.1295662,0.01283825,0.2303357,0.01670165,0.01531392,0.101521,0.001833356,0.00002498027,0.2481216,0.003334598,0.1228273,0.1175815],"study_design_scores_gemma":[0.03999032,0.001668057,0.759869,0.01696783,0.008856388,0.0004887782,0.0004520675,0.0004307761,0.008795566,0.002890619,0.1528998,0.006690826],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409217,0.01264519,0.000003407458,0.0006685756,0.0008181381,0.002507595,0.005023438,0.000243339,0.03716861],"genre_scores_gemma":[0.7874294,0.004096465,0.00006068179,0.001263385,0.0004073402,0.000128769,0.00262827,0.0003894136,0.2035963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5295333,"threshold_uncertainty_score":0.9997849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03706896367331999,"score_gpt":0.2859113052774829,"score_spread":0.2488423416041629,"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."}}