{"id":"W3210132196","doi":"10.1136/oem-2021-epi.357","title":"RF-184 Estimating the burden of cardiovascular diseases and depression attributable to psychosocial work exposures in 28 European Union countries","year":2021,"lang":"en","type":"article","venue":"","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Medicine; Psychosocial; Depression (economics); Disease burden; Job strain; Population; European union; Burden of disease; Stroke (engine); Demography; Quality-adjusted life year; Environmental health; Cost effectiveness; Psychiatry","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":[0.002436288,0.0004760548,0.0006308221,0.002513418,0.0001517192,0.0008223581,0.0004908539,0.0004328767,0.002136568],"category_scores_gemma":[0.004381633,0.0002447277,0.001759305,0.002561581,0.0001666089,0.0003737414,0.001181247,0.0002573269,0.0007389139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003634229,"about_ca_system_score_gemma":0.000571335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01721324,"about_ca_topic_score_gemma":0.005548783,"domain_scores_codex":[0.9988193,0.000611747,0.0001494246,0.0001997529,0.000122626,0.00009709281],"domain_scores_gemma":[0.9989636,0.0002902928,0.0003653485,0.0001296604,0.0002001878,0.00005089594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001243532,0.00004599852,0.9525801,0.000278665,0.001450148,0.0001790552,0.0001194674,0.01314456,0.0002040583,0.0006452859,0.00406995,0.02715842],"study_design_scores_gemma":[0.00007992927,0.0002017436,0.9661027,0.0003256758,0.0004646176,0.0004162626,0.0004783774,0.01519706,0.0003987601,0.0007109446,0.01559747,0.00002639553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9249756,0.005216976,0.0151294,0.0004351068,0.000088234,0.0002230795,0.04599796,0.0002583073,0.007675471],"genre_scores_gemma":[0.9491651,0.001379783,0.01337536,0.0001639882,0.00005051473,0.0003452612,0.03357169,0.00003176328,0.001916603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01721324,"threshold_uncertainty_score":0.03422612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573366546166007,"score_gpt":0.3132319948019123,"score_spread":0.2874983293402522,"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."}}