{"id":"W3113081551","doi":"10.1002/alz.046392","title":"Occupational exposure as a risk factor for cognitive impairment in Vietnamese nail salon workers","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nail (fastener); Medicine; Salon; Vietnamese; Technician; Population; Montreal Cognitive Assessment; Physical therapy; Gerontology; Environmental health; Cognition; Psychiatry; Cognitive impairment; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002523241,0.0001740645,0.0001216644,0.000588998,0.0004760193,0.0004952694,0.00024448,0.0002475737,0.002401795],"category_scores_gemma":[0.0006138673,0.0001206253,0.0001949445,0.0005446281,0.0002121322,0.0001521817,0.0002719219,0.0002932423,0.0001436511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003509315,"about_ca_system_score_gemma":0.0006061086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04116537,"about_ca_topic_score_gemma":0.03526613,"domain_scores_codex":[0.9998479,0.00003189774,0.00001284405,0.00003085332,0.00003052575,0.00004600604],"domain_scores_gemma":[0.9994955,0.00007824991,0.0001488712,0.00001626948,0.00007727199,0.0001838192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002767567,0.00004681152,0.9985232,0.00001002059,0.00001274585,0.0001079101,0.0002379964,0.00001227653,0.0001421577,0.000009196854,0.00006917186,0.0008009749],"study_design_scores_gemma":[0.000001864206,0.00004658894,0.9984205,0.00001283606,0.000006349999,0.00009180631,0.001210429,0.00006484985,0.00003491048,0.00001455613,0.00009394132,0.000001442396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994742,0.00009033802,0.00001225415,0.00003787669,0.00000325672,0.000002748723,0.00006126676,6.579793e-7,0.0003173618],"genre_scores_gemma":[0.9997409,0.00005253082,0.00001389626,0.00001392369,0.000002824763,0.000002384599,0.00004021889,3.260179e-7,0.0001329863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04116537,"threshold_uncertainty_score":0.08185148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05681518071121372,"score_gpt":0.3252786348954231,"score_spread":0.2684634541842094,"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."}}