{"id":"W4391576002","doi":"10.3892/mi.2024.135","title":"Diagnosis of manganism and manganese neurotoxicity: A workshop report","year":2024,"lang":"en","type":"article","venue":"Medicine International","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Environmental Health Sciences; Eesti Teadusagentuur","keywords":"Medicine; Neurotoxicity; Neuroscience; Psychology; Internal medicine; Toxicity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000340198,0.00007873627,0.0001139778,0.00005610845,0.00002012552,0.00001167971,0.0001217452,0.00003445779,0.003805343],"category_scores_gemma":[0.0002662344,0.00005872968,0.00003094938,0.0001230615,0.0002039111,0.0001162195,0.0001121036,0.0001068072,0.00006492397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003019976,"about_ca_system_score_gemma":0.000004914704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002616392,"about_ca_topic_score_gemma":0.00004151347,"domain_scores_codex":[0.9990421,0.00002206029,0.0002374721,0.0002236589,0.0003847081,0.0000899824],"domain_scores_gemma":[0.9996241,0.0001501258,0.00003952771,0.0001139711,0.000007254887,0.0000650626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006598465,0.0003342632,0.614462,0.0001704138,0.0002569852,0.006739885,0.004003764,0.0001087923,0.05887393,0.004318759,0.09818923,0.212476],"study_design_scores_gemma":[0.0006100413,0.0002283237,0.4472786,0.0004437598,0.00008002001,0.001791672,0.0002046203,0.004622089,0.01939093,0.005977167,0.5190576,0.0003152503],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730152,0.0002110341,0.0005417283,0.008651854,0.0007351483,0.000107485,0.000004735975,0.00003880388,0.01669395],"genre_scores_gemma":[0.9958394,0.00008403916,0.0001876722,0.0003787297,0.0002210166,0.00002165841,0.000008075014,0.000008323638,0.003251048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4208683,"threshold_uncertainty_score":0.9971053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684820117152162,"score_gpt":0.2933792722909347,"score_spread":0.2765310711194131,"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."}}