{"id":"W4416594818","doi":"10.1186/s12889-025-25652-2","title":"Labor migration in rural Nepal Arghakhanchi communities: impacts on left-behind caregivers and children","year":2025,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Sociopolitical Dynamics in Nepal","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"UBS Optimus Foundation","keywords":"Biostatistics; Public health; Mental health; Rural area; Developing country; Epidemiology; Service (business)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002049756,0.0001818795,0.0001692698,0.0003634272,0.001245279,0.0005987364,0.000292742,0.0002222557,0.001907667],"category_scores_gemma":[0.0009502455,0.0001505195,0.0001535202,0.000475461,0.0004691366,0.0003488756,0.001139085,0.0004301731,0.0001123853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005410428,"about_ca_system_score_gemma":0.001145046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02737268,"about_ca_topic_score_gemma":0.0536604,"domain_scores_codex":[0.9997936,0.00006358766,0.00001166489,0.00002058819,0.00002156011,0.0000889747],"domain_scores_gemma":[0.9995713,0.00006967836,0.0001613165,0.00001057615,0.0000425597,0.0001446562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004225713,0.00007888462,0.9779516,0.00009241837,0.00001714568,0.002613989,0.01123296,0.00003192346,0.0002892238,0.0001026524,0.0002632052,0.007283706],"study_design_scores_gemma":[0.000004079696,0.000106604,0.9509906,0.0001383834,0.00001274428,0.001234156,0.04658803,0.00003763405,0.00006048051,0.00005531251,0.0007663268,0.000005593663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993901,0.0001698103,0.00000615098,0.00009068708,0.000002338004,0.000003810251,0.00004168414,5.000155e-7,0.000294766],"genre_scores_gemma":[0.9993156,0.0004055016,0.00002501975,0.00003507124,0.00000182655,0.00001078549,0.0000292782,4.695177e-7,0.0001764712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02737268,"threshold_uncertainty_score":0.05442673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592272636928528,"score_gpt":0.3541310206069441,"score_spread":0.3282082942376588,"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."}}