{"id":"W4401585543","doi":"10.1161/jaha.123.032414","title":"Psychosocial Stressors at Work and Atrial Fibrillation Incidence: An 18‐Year Prospective Study","year":2024,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Gender and Health; Université du Québec à Rimouski; Université Laval; The Quebec Population Health Research Network","funders":"Université Laval","keywords":"Job strain; Medicine; Psychosocial; Stressor; Prospective cohort study; Hazard ratio; Proportional hazards model; Atrial fibrillation; Incidence (geometry); Cohort study; Internal medicine; Confidence interval; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001080857,0.0004819048,0.0004106138,0.0007283654,0.0006851167,0.0008344201,0.0004652219,0.0006309057,0.0007920646],"category_scores_gemma":[0.001607295,0.0005644167,0.0006485905,0.001130185,0.0002617038,0.0006323484,0.0007129054,0.0008476311,0.0002986729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002442335,"about_ca_system_score_gemma":0.0003919777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006237814,"about_ca_topic_score_gemma":0.006215337,"domain_scores_codex":[0.9994345,0.0001650966,0.00006946396,0.0001248293,0.0001032963,0.0001027234],"domain_scores_gemma":[0.9984714,0.0001668467,0.0006110962,0.0001481604,0.0002017141,0.0004006692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000761894,0.00005131698,0.9992243,0.000006294732,0.00005835358,0.00003021232,0.00005605909,0.00001875336,0.00005372084,0.000005048196,0.00004447285,0.0003753539],"study_design_scores_gemma":[0.000008452364,0.0001290147,0.9994187,0.000005969602,0.00003402887,0.00008288782,0.0001213293,0.00007627811,0.00001380917,0.000008741537,0.00009804115,0.000002817295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987891,0.0002710692,0.0001074892,0.00003431347,0.000008078352,0.00001716173,0.0006181035,0.000002385391,0.0001522925],"genre_scores_gemma":[0.9987067,0.0002843976,0.0001096652,0.00002715779,0.00001808499,0.0000270642,0.0006916604,0.000002010856,0.0001332563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006237814,"threshold_uncertainty_score":0.01240301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281851818742522,"score_gpt":0.4049038719078685,"score_spread":0.3820853537204433,"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."}}