{"id":"W4386479427","doi":"10.1016/s0378-4274(23)00464-2","title":"P02-09: Manganese biomarkers and neurofunctional outcomes following environmental manganese exposure","year":2023,"lang":"en","type":"article","venue":"Toxicology Letters","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Public Health; Carleton University; Institute of Population and Public Health; University of Ottawa","funders":"","keywords":"Manganese; Environmental chemistry; Medicine; Environmental health; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004234872,0.0002621344,0.0002734351,0.0001080061,0.0002773308,0.000027943,0.0002113499,0.0001452622,0.001442223],"category_scores_gemma":[0.00005170403,0.0002376076,0.0001636848,0.0002560596,0.0003715015,0.000251065,0.0003064834,0.0002170262,0.002053345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009965654,"about_ca_system_score_gemma":0.000005130228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000481286,"about_ca_topic_score_gemma":0.00003528165,"domain_scores_codex":[0.9980766,0.0001827394,0.0002716167,0.0005538655,0.0003608069,0.000554326],"domain_scores_gemma":[0.9992539,0.000210324,0.00006405482,0.0002749226,8.067979e-7,0.0001960466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002124062,0.00005791778,0.6927637,0.000004615546,0.00008473272,0.0004033401,0.0001746456,0.00007845581,0.3010451,0.00001098418,0.003348251,0.002007012],"study_design_scores_gemma":[0.0006362621,0.0001088305,0.9922222,0.000002245419,0.00003750186,0.00004222447,0.00008108078,0.00008020824,0.001408321,0.00005915837,0.005063623,0.0002582957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992285,0.00002822742,0.00002774679,0.005956237,0.0006547811,0.0002517925,0.00001515775,0.0001697611,0.0006113087],"genre_scores_gemma":[0.9929457,0.000009610596,0.0001704721,0.005770906,0.00004809247,0.00004214978,0.00003135307,0.00003060096,0.0009511443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2996367,"threshold_uncertainty_score":0.9994706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103616917199226,"score_gpt":0.2247311407053465,"score_spread":0.2143694489854239,"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."}}