{"id":"W3013596531","doi":"10.1371/journal.pmed.1003081","title":"Health and well-being of male international migrants and non-migrants in Bangladesh: A cross-sectional follow-up study","year":2020,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; Carolina Population Center, University of North Carolina at Chapel Hill; National Institute on Aging; California Center for Population Research, University of California, Los Angeles; International Centre for Diarrhoeal Disease Research, Bangladesh; York University; New York University Abu Dhabi","keywords":"Demography; Cross-sectional study; Logistic regression; Demographic economics; Remittance; Geography; Medicine; Economic growth; Sociology; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003869342,0.0001315504,0.0003558306,0.0001717496,0.00006957301,0.000008678558,0.000102867,0.00006402395,0.0007136626],"category_scores_gemma":[0.0001500881,0.0001151048,0.00001961708,0.000207471,0.0001039583,0.00007001037,0.0000288848,0.0002033066,0.00001582422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002255733,"about_ca_system_score_gemma":0.00005193404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002133689,"about_ca_topic_score_gemma":0.002228966,"domain_scores_codex":[0.9984087,0.00009523566,0.0005812115,0.0003628895,0.0003189692,0.0002329537],"domain_scores_gemma":[0.9992299,0.0001424115,0.0001565488,0.0001154086,0.00006734135,0.0002883798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005270643,0.0002522883,0.9196764,0.0001323433,0.00006747007,0.0000221889,0.07717808,4.735064e-7,0.00006651003,0.0001117455,0.0009937999,0.0009716829],"study_design_scores_gemma":[0.007570713,0.001119478,0.9853219,0.0001227635,0.0000114962,0.00002860726,0.005044521,0.0002905863,0.000009661412,0.00007020879,0.0003317449,0.00007835553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921048,0.0007587131,0.00003486275,0.004219513,0.0004824151,0.000546001,0.00001113746,0.00001771851,0.001824821],"genre_scores_gemma":[0.9973444,0.000101786,0.00004228683,0.001851779,0.0003111624,0.00003199563,0.00003455678,0.00001364736,0.00026838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07213356,"threshold_uncertainty_score":0.7814105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03985834898779498,"score_gpt":0.3557707849014464,"score_spread":0.3159124359136514,"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."}}