{"id":"W4413008893","doi":"10.3390/brainsci15080829","title":"Impact of Manganese on Neuronal Function: An Exploratory Multi-Omics Study on Ferroalloy Workers in Brescia, Italy","year":2025,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Trace Elements in Health","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"National Institute of Environmental Health Sciences; National Institute of Neurological Disorders and Stroke; National Institutes of Health; Università degli Studi di Brescia; European Commission; Florida International University","keywords":"Biomarker; Medicine; Internal medicine; Cohort; Physiology; Endocrinology; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004454188,0.0005674936,0.0005235745,0.001138168,0.0006367672,0.0007473294,0.0004426208,0.0005960876,0.000892253],"category_scores_gemma":[0.0005263299,0.000344152,0.0005363301,0.0006047122,0.0003967225,0.0001577097,0.0007135005,0.0003372715,0.0003888256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005805038,"about_ca_system_score_gemma":0.000384239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01626986,"about_ca_topic_score_gemma":0.02018682,"domain_scores_codex":[0.9997216,0.00005850714,0.00001262876,0.0001311265,0.00003195033,0.00004415445],"domain_scores_gemma":[0.9997866,0.00002989504,0.00005962185,0.00004278707,0.0000429751,0.00003817075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000558389,0.0001910333,0.9741697,0.00008373554,0.000308537,0.001206725,0.001730368,0.0001523806,0.01492938,0.0000553522,0.0004444026,0.006170034],"study_design_scores_gemma":[0.000007419811,0.0001166882,0.9985111,0.000008775134,0.0000609905,0.0002750994,0.0003223937,0.0001232988,0.0001764346,0.00002462193,0.0003693608,0.000003864859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988971,0.0002610157,0.000218715,0.00005065225,0.000002965075,0.00001678343,0.0003101063,0.000006466376,0.0002360938],"genre_scores_gemma":[0.9983076,0.0001634094,0.0002809513,0.00006056588,0.0000104944,0.00002654047,0.0005162035,0.000008177914,0.0006261086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01626986,"threshold_uncertainty_score":0.0323503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08794633382639246,"score_gpt":0.4176107679335962,"score_spread":0.3296644341072038,"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."}}