{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000318642,0.0001435471,0.0001535561,0.0007300788,0.0006945682,0.000472907,0.0002534469,0.0002447223,0.001499107],"category_scores_gemma":[0.001291062,0.0001303653,0.0001347299,0.0005008219,0.000375471,0.0002343542,0.0007624813,0.0003947517,0.00007958773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002358075,"about_ca_system_score_gemma":0.0004149438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01526576,"about_ca_topic_score_gemma":0.0268892,"domain_scores_codex":[0.9997758,0.00005521127,0.00001482964,0.00004347176,0.00005245511,0.00005833864],"domain_scores_gemma":[0.9990121,0.0001069614,0.0004605592,0.00004270743,0.0001031011,0.0002745514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001412265,0.0000216757,0.9990563,0.000003162353,0.000008008215,0.00004080046,0.0002054092,0.00001406364,0.00006128928,0.00001256239,0.00002905512,0.0005335626],"study_design_scores_gemma":[7.42947e-7,0.00002719385,0.99907,0.000006291336,0.000003962227,0.00006442217,0.0006696281,0.00005357247,0.00001928561,0.00002118369,0.00006273395,0.000001074284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997205,0.00004427462,0.00001708553,0.00002239991,0.00000117576,0.000002123471,0.00002343739,6.113347e-7,0.0001684495],"genre_scores_gemma":[0.9998785,0.00002678462,0.00002110905,0.000005729721,0.00000201004,0.000002284516,0.00002459588,3.004946e-7,0.00003869748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01526576,"threshold_uncertainty_score":0.03035378,"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."}}