{"id":"W2029738726","doi":"10.1016/j.neuro.2011.06.004","title":"Prospective study on neurotoxic effects in manganese-exposed bridge construction welders","year":2011,"lang":"en","type":"article","venue":"NeuroToxicology","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":92,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"U.S. Army Medical Research Acquisition Activity","keywords":"Manganese; Bridge (graph theory); Neurotoxicity; Toxicology; Chemistry; Medicine; Toxicity; Internal medicine; Biology","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":[],"category_scores_codex":[0.0002844848,0.0002503631,0.0003144049,0.0001302147,0.0001037331,0.00001238926,0.0002709577,0.0001371852,0.000718284],"category_scores_gemma":[0.0001696964,0.0002369925,0.00006738958,0.0004386011,0.000284958,0.0001589157,0.0001427128,0.000455764,0.0008199565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001187937,"about_ca_system_score_gemma":0.00001427914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002258334,"about_ca_topic_score_gemma":0.0004372902,"domain_scores_codex":[0.9976164,0.0006371556,0.0003207898,0.0006986651,0.000262949,0.0004640233],"domain_scores_gemma":[0.9992155,0.0001524036,0.0001000273,0.0003892045,0.000006139195,0.0001367082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003217435,0.002098505,0.9389842,0.000008962066,0.0000126662,0.0006745578,0.001523551,0.00003197794,0.05361782,0.0002289938,0.0001095366,0.002387501],"study_design_scores_gemma":[0.001475203,0.00459791,0.9408653,0.00000422325,0.00001124596,0.00004868264,0.00006957642,0.00002622533,0.05204144,0.0005289102,0.0001423044,0.0001889961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726191,0.000001638138,0.00004354299,0.00004956553,0.0005133193,0.003421357,0.00000139713,0.00009240949,0.02325765],"genre_scores_gemma":[0.9983508,0.000001198884,0.0001225039,0.0008493235,0.00003462836,0.0005312403,6.240494e-7,0.00002803191,0.00008167233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02573165,"threshold_uncertainty_score":0.999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03447421503874752,"score_gpt":0.256734544833802,"score_spread":0.2222603297950544,"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."}}