{"id":"W4362520153","doi":"10.1080/15555240.2023.2194026","title":"Healthy universities: Exploring the relationship between psychosocial needs and work-related health among university employees","year":2023,"lang":"en","type":"article","venue":"Journal of Workplace Behavioral Health","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"National Institute for Occupational Safety and Health","keywords":"Psychosocial; Norwegian; Psychology; Autonomy; Psychological intervention; Work engagement; Social support; Social psychology; Work (physics); Structural equation modeling; Clinical psychology; Gerontology; Medicine; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006396909,0.0003484588,0.0009364246,0.001105639,0.005451198,0.0000357247,0.0004843178,0.0003391753,0.00005436827],"category_scores_gemma":[0.00008547655,0.0003023493,0.000208401,0.00370524,0.0002728248,0.0007372915,0.000191471,0.003577908,0.00007880791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002438724,"about_ca_system_score_gemma":0.004069444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002232893,"about_ca_topic_score_gemma":0.0007564912,"domain_scores_codex":[0.9924623,0.003133123,0.001752414,0.0003311543,0.0007251124,0.001595943],"domain_scores_gemma":[0.9926482,0.003241221,0.00215869,0.0003708346,0.0002431856,0.001337886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004341716,0.00005808649,0.9218433,0.0002578773,0.00002501029,0.00002268507,0.03937713,0.00003342907,9.800454e-8,0.00124919,0.03143345,0.00526554],"study_design_scores_gemma":[0.001951552,0.0008676903,0.8703389,0.001744234,0.00005177304,0.000007173378,0.110239,0.000003230413,8.668211e-8,0.0003240237,0.01425385,0.0002185242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432503,0.0006359004,0.00008535113,0.05253654,0.002005651,0.00102095,0.00002620499,0.0002045599,0.0002345188],"genre_scores_gemma":[0.9932263,0.00172505,0.0002270784,0.001076248,0.0007431587,0.000008107558,0.00002928076,0.00006746241,0.002897264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07086185,"threshold_uncertainty_score":0.9999428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276011766197084,"score_gpt":0.4114465448731591,"score_spread":0.2838453682534507,"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."}}