{"id":"W4323255420","doi":"10.5271/sjweh.4083","title":"Psychosocial working conditions and sickness absence among younger employees in Denmark: a register-based cohort study using job exposure matrices","year":2023,"lang":"en","type":"article","venue":"Scandinavian Journal of Work Environment & Health","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Kela","keywords":"Psychosocial; Cohort; Medicine; Cohort study; Sick leave; Danish; Register (sociolinguistics); Working hours; Psychiatry; Demography; Psychology; Gerontology; Clinical psychology; Physical therapy","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"],"consensus_categories":[],"category_scores_codex":[0.004483883,0.000327196,0.0008454351,0.0006613336,0.001668014,0.0000463584,0.0002714224,0.0002123228,0.0002220291],"category_scores_gemma":[0.00006389593,0.0003089442,0.0001074594,0.001077452,0.0001858661,0.0002994848,0.00009373878,0.001422934,0.00004912356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077056,"about_ca_system_score_gemma":0.000482505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004297218,"about_ca_topic_score_gemma":0.0003136197,"domain_scores_codex":[0.9942014,0.001606373,0.001772604,0.0004625983,0.0007715442,0.001185455],"domain_scores_gemma":[0.9969518,0.0005656285,0.001530746,0.0003422764,0.00004054505,0.0005690037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002565828,0.0002116411,0.991095,0.0002155082,0.00003789514,0.0001236337,0.005215648,0.0005597733,0.000006552448,0.00001185149,0.001503623,0.000762294],"study_design_scores_gemma":[0.002204522,0.0004713237,0.9860553,0.003651698,0.00004748179,0.000008937565,0.006724322,0.000050725,4.182592e-7,0.0001287274,0.0004157857,0.0002407392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934344,0.001053829,0.0001854028,0.002236573,0.0009697945,0.001937892,0.00000828078,0.00003734423,0.0001364904],"genre_scores_gemma":[0.9967328,0.001154183,0.0005451427,0.0006436297,0.000527458,0.0000925611,0.000008769547,0.00006247355,0.0002330033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005039677,"threshold_uncertainty_score":0.9999363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03748585114496407,"score_gpt":0.3633853787666161,"score_spread":0.325899527621652,"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."}}