{"id":"W4410957932","doi":"10.1007/s42461-025-01285-2","title":"Prevalence and Predictors of Stress, Anxiety, and Depression-Related Symptoms among Mining Workers in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Mining Metallurgy & Exploration","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Occupational Cancer Research Centre; University of Toronto; Laurentian University","funders":"","keywords":"Anxiety; Depression (economics); Clinical psychology; Stress (linguistics); Psychiatry; Psychology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0004032434,0.0001702864,0.0003119007,0.0001517749,0.0003343805,0.00001003465,0.000079712,0.0001314551,0.00005905286],"category_scores_gemma":[0.000202838,0.0001556492,0.00002054536,0.0002419197,0.0000977132,0.0003569706,0.0001695894,0.0002486891,2.915128e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001662638,"about_ca_system_score_gemma":0.0005148984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6341376,"about_ca_topic_score_gemma":0.9731937,"domain_scores_codex":[0.9983796,0.0002304244,0.0005955213,0.0003182789,0.000204301,0.0002718291],"domain_scores_gemma":[0.9991027,0.0003420949,0.0002511306,0.0001556073,0.00008893659,0.0000595983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003134558,0.00001471976,0.9855076,0.0001659078,0.00008560209,0.000002039249,0.01207547,0.00009846008,0.00003023954,0.0000393583,0.0007453034,0.001203946],"study_design_scores_gemma":[0.0006187473,0.00002346953,0.9843707,0.001816042,0.00008366561,1.474783e-7,0.01228101,0.000268682,0.00004480279,0.00008659357,0.0002875314,0.000118622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958887,0.0008743774,0.0000428475,0.0002708654,0.000548974,0.0004282178,0.000004755907,0.00003251117,0.001908821],"genre_scores_gemma":[0.9972528,0.0002239223,0.00009958709,0.00004535975,0.00001972009,0.0001392975,0.00002754391,0.00001202533,0.002179777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3390561,"threshold_uncertainty_score":0.634719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235027846730466,"score_gpt":0.2904240700863361,"score_spread":0.2680737916190314,"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."}}