{"id":"W3215382413","doi":"10.1371/journal.pone.0260221","title":"Prevalence of common mental health issues among migrant workers: A systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychosocial; Social support; Medicine; Stressor; Meta-analysis; Anxiety; Residence; Psychological intervention; Gerontology; Psychiatry; Psychology; Demography","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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002163653,0.0005307329,0.01804685,0.0002244859,0.0004381442,0.00001018349,0.0003165179,0.0001847309,0.0007458532],"category_scores_gemma":[0.0002605706,0.0003351579,0.001862052,0.0008315208,0.0001022291,0.00007015438,0.0003659893,0.0005663637,0.00002868517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127213,"about_ca_system_score_gemma":0.000167319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006754391,"about_ca_topic_score_gemma":0.0005104025,"domain_scores_codex":[0.9911218,0.004428623,0.002822248,0.0005399575,0.0006563063,0.0004310755],"domain_scores_gemma":[0.9952408,0.0007937789,0.002692816,0.000920786,0.0002066074,0.0001452122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[4.509281e-7,0.0002404129,0.0008064929,0.7730505,0.2231666,0.000001183995,0.0007441253,1.981185e-9,3.537301e-9,0.00001034563,0.001915161,0.00006469014],"study_design_scores_gemma":[0.00003346688,0.00002909668,0.00002270882,0.4410256,0.5547282,2.316076e-7,0.0001548417,1.682264e-7,2.234753e-8,0.000001614952,0.003857729,0.0001462817],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008193296,0.9875584,6.496741e-7,0.002711504,0.00002091779,0.009039077,0.0005339206,0.00004399134,0.00008330817],"genre_scores_gemma":[0.000005935496,0.9841008,0.0001352258,0.0004162108,0.00002794563,0.002573702,0.0001788699,0.00004347589,0.01251784],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.332025,"threshold_uncertainty_score":0.9999101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3550688567990324,"score_gpt":0.4722875123761036,"score_spread":0.1172186555770712,"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."}}