{"id":"W2134563707","doi":"10.1186/1472-698x-11-3","title":"Health problems of Nepalese migrants working in three Gulf countries","year":2011,"lang":"en","type":"article","venue":"BMC International Health and Human Rights","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Aberdeen","keywords":"Quarter (Canadian coin); Developing country; Public health; Environmental health; Work (physics); Health care; Destinations; Medicine; Occupational safety and health; Socioeconomics; Economic growth; Geography; Nursing; Tourism; Sociology; Economics","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":[0.00181915,0.0001740274,0.0004595067,0.0004572909,0.001119816,0.000007821621,0.0002865444,0.0001352255,0.0005367218],"category_scores_gemma":[0.00004814818,0.0001442781,0.0000500221,0.0001696658,0.0001536633,0.0001602363,0.00009261828,0.0005556676,0.00006597667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003497537,"about_ca_system_score_gemma":0.001453358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0302063,"about_ca_topic_score_gemma":0.2999353,"domain_scores_codex":[0.9964777,0.0004236701,0.001357537,0.0003557701,0.0005935958,0.0007917513],"domain_scores_gemma":[0.9979949,0.0004410369,0.0005699532,0.0002179274,0.0002721502,0.0005040122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004585813,0.0001382608,0.7972472,0.001230305,0.000009756322,0.000001750425,0.005304333,0.000001529981,4.574595e-7,0.1938069,0.000528447,0.001272454],"study_design_scores_gemma":[0.001772113,0.0004052435,0.9339704,0.001836947,0.00000129239,0.000002609233,0.0001998653,0.0002119071,0.000001298093,0.04319647,0.01827181,0.000130051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632458,0.002311878,0.00062461,0.003396676,0.001274399,0.003267092,0.0001123319,0.00007463324,0.02569257],"genre_scores_gemma":[0.9964644,0.0002414032,0.001119798,0.0009848699,0.0002856553,0.0001766072,0.0001201898,0.00001759087,0.0005894498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.269729,"threshold_uncertainty_score":0.9762517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1867289227527237,"score_gpt":0.4568078348227411,"score_spread":0.2700789120700174,"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."}}