{"id":"W4287578162","doi":"10.1037/tra0001332","title":"Mental health among university employees during the COVID-19 pandemic: The role of previous life trauma and current posttraumatic stress symptoms.","year":2022,"lang":"en","type":"article","venue":"Psychological Trauma Theory Research Practice and Policy","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Mental health; Psychology; PsycINFO; Clinical psychology; Public health; Pandemic; Psychiatry; Acute Stress Disorder; Cross-sectional study; Coronavirus disease 2019 (COVID-19); Medicine; Posttraumatic stress; MEDLINE; Disease","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":["sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.01000844,0.0003173627,0.0004738721,0.0004470521,0.003033943,0.0001413719,0.001443026,0.0001238793,0.001323112],"category_scores_gemma":[0.002950984,0.0002075407,0.0001379815,0.001170903,0.002858865,0.000272883,0.0009508656,0.002460847,0.00001917773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003029799,"about_ca_system_score_gemma":0.0002292232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003202328,"about_ca_topic_score_gemma":0.0001248336,"domain_scores_codex":[0.9784628,0.01767677,0.0005953505,0.0008082368,0.00124864,0.001208197],"domain_scores_gemma":[0.9888557,0.008896684,0.0003771454,0.0009827731,0.0001179649,0.0007697115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009312666,0.006734348,0.1310477,0.0005900998,0.001120724,0.0000792473,0.1341425,0.00002819434,0.00008301574,0.2635647,0.002739867,0.450557],"study_design_scores_gemma":[0.006527662,0.004809778,0.5133296,0.0001172427,0.000105988,0.001347977,0.3001609,0.00004526611,0.00001623363,0.03903686,0.1338317,0.0006708429],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544673,0.01590346,0.00001333437,0.01585061,0.00009669932,0.00221289,0.0004058467,0.00008196338,0.0109679],"genre_scores_gemma":[0.9944177,0.003848504,0.00001381238,0.0009214467,0.0001153228,0.0002218016,0.00001866904,0.00003516424,0.0004075599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4498861,"threshold_uncertainty_score":0.9998548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1998182635009994,"score_gpt":0.5004537619798859,"score_spread":0.3006354984788865,"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."}}