{"id":"W2984701319","doi":"10.1136/injuryprev-2019-043403","title":"Reciprocal associations between depression, anxiety and work-related injury","year":2019,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"Southwest Center for Occupational and Environmental Health; Centers for Disease Control and Prevention; University of Texas Health Science Center at Houston; National Institute for Occupational Safety and Health; University of Texas System","keywords":"Reciprocal; Anxiety; Depression (economics); Injury prevention; Poison control; Human factors and ergonomics; Suicide prevention; Occupational safety and health; Forensic engineering; Psychology; Clinical psychology; Work (physics); Medical emergency; Medicine; Engineering; Psychiatry; Pathology; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001722421,0.0001868572,0.0003516542,0.0001399943,0.0008001927,0.00001780795,0.0001284886,0.0005981011,0.0007536581],"category_scores_gemma":[0.0002035359,0.000179451,0.00008766344,0.0004567372,0.00002815494,0.0003199972,0.0001553,0.001064665,0.001179187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002078152,"about_ca_system_score_gemma":0.00021774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006297201,"about_ca_topic_score_gemma":0.00001319674,"domain_scores_codex":[0.9969631,0.0008799022,0.0008462206,0.0004288168,0.0002822455,0.0005996609],"domain_scores_gemma":[0.9984472,0.0003902154,0.0004640154,0.0003338086,0.000125515,0.0002392182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000812564,0.00003242942,0.9322221,0.00007819356,0.00002917784,1.912376e-7,0.0005426104,0.000001186047,0.0001209623,0.000364331,0.008583562,0.05794397],"study_design_scores_gemma":[0.0009031404,0.0001110442,0.9669807,0.0007856686,0.00006677619,4.285967e-7,0.0001496649,0.00002229524,0.0001082993,0.007655109,0.02296227,0.0002546039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847077,0.0001923697,0.0002514578,0.0008840847,0.001087197,0.001568467,0.00004156794,0.0002228464,0.01104429],"genre_scores_gemma":[0.986704,0.0001589836,0.0003789542,0.0004101195,0.0003180268,0.0001124392,0.0002070878,0.00003850663,0.01167186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05768936,"threshold_uncertainty_score":0.9995985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02020086357178649,"score_gpt":0.3782668842360448,"score_spread":0.3580660206642583,"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."}}