{"id":"W4283214760","doi":"10.1093/eurpub/ckac066","title":"Burden of cardiovascular diseases and depression attributable to psychosocial work exposures in 28 European countries","year":2022,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Medicine; Psychosocial; Depression (economics); Job strain; European union; Environmental health; Attributable risk; Disease burden; Burden of disease; Public health; Demography; Psychiatry; Population; Business; Economics","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.03207593,0.0001919677,0.0007858417,0.0004949706,0.00178179,0.00002963625,0.0004933714,0.00002877409,0.0001911453],"category_scores_gemma":[0.0008240073,0.0001748545,0.0001659122,0.0008067727,0.00005765928,0.0002076752,0.0007728467,0.001194459,0.00002419606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003855877,"about_ca_system_score_gemma":0.001315668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001787738,"about_ca_topic_score_gemma":0.000008591756,"domain_scores_codex":[0.9718527,0.02397844,0.001916812,0.000306306,0.0009617275,0.0009840472],"domain_scores_gemma":[0.9968105,0.0004318763,0.001038779,0.0003535132,0.0003000134,0.001065293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005024707,0.0002455522,0.7077276,0.001090389,0.0001907101,0.0004038953,0.063038,0.00232195,0.00001053232,0.0002389834,0.06489473,0.1593352],"study_design_scores_gemma":[0.002082359,0.0005506632,0.2938521,0.0007190129,0.00002150474,0.00001752102,0.006732054,0.000007156528,5.273394e-7,0.00004291363,0.6958165,0.0001577475],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934033,0.0292605,0.003000026,0.02464264,0.002377632,0.001071568,0.00008475847,0.00005556464,0.005474299],"genre_scores_gemma":[0.9938611,0.001353169,0.0004805963,0.0026491,0.001385529,0.00001053238,0.00001124681,0.00006824892,0.000180511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6309217,"threshold_uncertainty_score":0.9995177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04520054917282464,"score_gpt":0.3429732579127074,"score_spread":0.2977727087398828,"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."}}