{"id":"W4293212328","doi":"10.1093/annweh/wxac062","title":"Employment Precarity and Increased Risk of Hazardous Occupational Exposures Among Residents of High Socioeconomic Hardship Neighborhoods","year":2022,"lang":"en","type":"article","venue":"Annals of Work Exposures and Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health; National Institute of Environmental Health Sciences; Centers for Disease Control and Prevention","keywords":"Precarity; Socioeconomic status; Environmental health; Occupational safety and health; Hazardous waste; Human factors and ergonomics; Poison control; Socioeconomics; Gerontology; Demographic economics; Medicine; Sociology; Economics; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002488648,0.0001917039,0.0007535295,0.0001587059,0.001057555,0.000005451152,0.0001545664,0.00009060901,0.0002653213],"category_scores_gemma":[0.00009451474,0.0001804983,0.0001050559,0.0001262648,0.0002117688,0.00008691537,0.0003713763,0.000374905,7.839154e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000480942,"about_ca_system_score_gemma":0.0003496353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03802083,"about_ca_topic_score_gemma":0.002017984,"domain_scores_codex":[0.9967137,0.0009890343,0.00119362,0.0003138439,0.0003754981,0.0004142866],"domain_scores_gemma":[0.9974654,0.0005485697,0.001362225,0.000267358,0.0001920451,0.0001643926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000566477,0.0001516304,0.9687942,0.0004092918,0.0002151925,5.25264e-7,0.004560585,0.00001474931,0.000005482085,0.002172815,0.02110158,0.002007439],"study_design_scores_gemma":[0.00109693,0.0009635417,0.9910671,0.0001831375,0.00003778188,2.612813e-7,0.001653398,0.000003226821,0.00006800269,0.004466606,0.0003331154,0.0001269517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881669,0.005930135,0.00000617919,0.004249705,0.0002036636,0.0007210221,0.0005172049,0.00002136604,0.0001837834],"genre_scores_gemma":[0.9948693,0.003907764,0.0001099041,0.0006761517,0.00009541936,0.000112871,0.00005573692,0.00002080976,0.0001520383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03600285,"threshold_uncertainty_score":0.9683851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09736670160598145,"score_gpt":0.4099240401120848,"score_spread":0.3125573385061033,"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."}}