{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001207586,0.0004417192,0.000403867,0.001248137,0.0001574258,0.0006156737,0.0003041197,0.0002946426,0.0009762257],"category_scores_gemma":[0.001293886,0.0001477067,0.0009291393,0.001324284,0.0002310916,0.0002741793,0.0009359091,0.0002536202,0.0001589155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004213334,"about_ca_system_score_gemma":0.0004266404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007590315,"about_ca_topic_score_gemma":0.004176808,"domain_scores_codex":[0.9994203,0.0002287682,0.0000958154,0.0001129262,0.00007997251,0.00006235278],"domain_scores_gemma":[0.9993163,0.0001214419,0.0003623308,0.00004231568,0.00009140171,0.00006618261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001176759,0.00002652693,0.9774154,0.0003104134,0.0008599724,0.0001746171,0.0001882133,0.002218995,0.0001584666,0.0003388597,0.0009180211,0.01727284],"study_design_scores_gemma":[0.0000192531,0.00009118572,0.9933628,0.0002982373,0.0003378578,0.000297619,0.0004203076,0.0009905936,0.0001123203,0.0002823503,0.003776144,0.00001147311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776521,0.01093644,0.001604145,0.0003811594,0.0000421797,0.00004594896,0.006473889,0.00002722054,0.002836981],"genre_scores_gemma":[0.9926798,0.003261141,0.0009078315,0.0000893632,0.00002393396,0.00004126896,0.002769536,0.000003347579,0.0002239117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007590315,"threshold_uncertainty_score":0.01509231,"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."}}