{"id":"W4223419734","doi":"10.3390/ijerph19084634","title":"Cognitive Functioning and Nail Salon Occupational Exposure among Vietnamese Immigrant Women in Northern California","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute on Aging","keywords":"Vietnamese; Montreal Cognitive Assessment; Cognition; Population; Medicine; Nail (fastener); Dementia; Clinical psychology; Psychology; Gerontology; Psychiatry; Environmental health; Disease; Cognitive impairment; Internal medicine","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":[0.000208544,0.0001547153,0.0001245909,0.0003343917,0.0006528312,0.000486566,0.0002575775,0.0001934157,0.001403806],"category_scores_gemma":[0.0004393878,0.0001698501,0.0001202517,0.0004791995,0.0002711616,0.0001288597,0.0002648629,0.0002329974,0.0001129398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005999574,"about_ca_system_score_gemma":0.0006759813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2139045,"about_ca_topic_score_gemma":0.2570996,"domain_scores_codex":[0.9998925,0.0000173275,0.000008070834,0.00002871912,0.00002401619,0.0000293995],"domain_scores_gemma":[0.9997144,0.00003260382,0.00007579351,0.00001365205,0.00006713415,0.00009644683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003203574,0.00003167918,0.9980214,0.000008530452,0.00001557028,0.00006365145,0.0007367439,0.0000148432,0.0001549412,0.000008140094,0.00008189589,0.0008305988],"study_design_scores_gemma":[0.000002247679,0.00002876593,0.997656,0.00000636135,0.000007763199,0.00004051478,0.00206705,0.00002632312,0.00002783987,0.00000396451,0.0001319361,0.000001290917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996877,0.00003100067,0.00000489065,0.00001250473,0.000001273136,0.000001632084,0.0000467993,3.540478e-7,0.0002137692],"genre_scores_gemma":[0.9997086,0.00004059058,0.000008918891,0.00001044361,0.000001206777,0.00000201489,0.00005450196,2.49914e-7,0.0001735452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2139045,"threshold_uncertainty_score":0.425319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0615015814961522,"score_gpt":0.3600656500242509,"score_spread":0.2985640685280987,"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."}}