{"id":"W4205990127","doi":"10.1186/s12889-021-12481-2","title":"The relationship between telework from home and employee health: a systematic review","year":2022,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PsycINFO; Medicine; Scopus; MEDLINE; Public health; Burnout; Grading (engineering); Pandemic; Health care; Gerontology; Family medicine; Nursing; Disease; Coronavirus disease 2019 (COVID-19); Clinical psychology; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01226753,0.001138022,0.006280291,0.008055024,0.0007750394,0.0033441,0.002373613,0.002439936,0.005246048],"category_scores_gemma":[0.07691556,0.001035509,0.007028142,0.01064074,0.001091508,0.002798078,0.001686707,0.001533903,0.0002984901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003904254,"about_ca_system_score_gemma":0.01288926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008617907,"about_ca_topic_score_gemma":0.02167454,"domain_scores_codex":[0.9869437,0.005644788,0.003842772,0.0008951915,0.002306927,0.0003666438],"domain_scores_gemma":[0.904264,0.07894578,0.01182906,0.0009046386,0.003473934,0.0005825741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001686394,0.00002590324,0.001837163,0.9608018,0.008700873,0.0001014498,0.0003682062,0.00005855271,0.00004197556,0.0001368349,0.0008327988,0.02692574],"study_design_scores_gemma":[0.0002093542,0.0002237566,0.008936898,0.931043,0.05066401,0.000360681,0.000598812,0.00007906497,0.00009932937,0.0002209463,0.007529783,0.00003440127],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003084033,0.9952808,0.0001707495,0.0003274279,0.0000978946,0.0002915961,0.0003719257,0.000006627144,0.0003687717],"genre_scores_gemma":[0.0379463,0.9592394,0.000737059,0.0006138349,0.000112516,0.000956819,0.000262101,0.000005697612,0.0001262923],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01226753,"threshold_uncertainty_score":0.06487769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3153519192749465,"score_gpt":0.4400989685525344,"score_spread":0.124747049277588,"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."}}