{"id":"W2789061384","doi":"10.1080/10773525.2018.1436015","title":"Use of information communication technology and stress, burnout, and mental health in older, middle-aged, and younger workers – results from a systematic review","year":2017,"lang":"en","type":"review","venue":"International Journal of Occupational and Environmental Health","topic":"Technostress in Professional Settings","field":"Psychology","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PsycINFO; Burnout; Occupational stress; Cochrane Library; Technostress; Cross-sectional study; Systematic review; Medicine; Information and Communications Technology; Mental health; Clinical psychology; MEDLINE; Population; Psychology; Gerontology; Environmental health; Meta-analysis; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00100807,0.0002811817,0.001346144,0.0006110413,0.000157825,0.00005715534,0.0003710913,0.0002232402,0.00001927334],"category_scores_gemma":[0.0001763154,0.000229296,0.00008118936,0.00007251125,0.0003473585,0.0006671763,0.0003317937,0.0005715158,0.000001941168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003042042,"about_ca_system_score_gemma":0.0001413291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004054872,"about_ca_topic_score_gemma":0.0000384786,"domain_scores_codex":[0.9964959,0.0003774879,0.00224593,0.0002471968,0.0004576265,0.0001758468],"domain_scores_gemma":[0.9942878,0.0004465523,0.004801454,0.0002988437,0.00003803802,0.0001273037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000631549,0.0004725756,0.01808442,0.1154746,0.0008416853,0.00001436917,0.002929061,6.543731e-7,4.913015e-7,0.001249469,0.002296602,0.8580045],"study_design_scores_gemma":[0.00291576,0.000344098,0.06511298,0.859874,0.0002650636,0.001140521,0.001678931,0.00001554011,3.546451e-7,0.0005772725,0.06762387,0.0004516791],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003751009,0.9881401,0.00001419437,0.00273506,0.0002196537,0.001073378,0.004047796,0.000006720038,0.00001206538],"genre_scores_gemma":[0.007186921,0.9896051,0.001045829,0.0004309288,0.00002977931,0.00003602993,0.001607982,0.00001572079,0.00004166424],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8575528,"threshold_uncertainty_score":0.9350418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08017087289700256,"score_gpt":0.4067458968839005,"score_spread":0.326575023986898,"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."}}