{"id":"W4401543372","doi":"10.1186/s12960-024-00941-w","title":"Challenges affecting migrant healthcare workers while adjusting to new healthcare environments: a scoping review","year":2024,"lang":"en","type":"review","venue":"Human Resources for Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Robert Koch Institut","keywords":"Health care; Health administration; Health services research; Social policy; Healthcare policy; Health informatics; Public health; Health policy; Nursing; Medicine; Business; Health care reform; Political science; Economic growth; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01085838,0.001381168,0.00391711,0.0165138,0.001599936,0.004305864,0.002251956,0.003736909,0.002590041],"category_scores_gemma":[0.05580143,0.001080897,0.0045285,0.01495711,0.001235691,0.004081686,0.002430076,0.001524214,0.0003305266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003984624,"about_ca_system_score_gemma":0.01885866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009443647,"about_ca_topic_score_gemma":0.02221898,"domain_scores_codex":[0.9926249,0.002232604,0.003138879,0.0004451625,0.001267001,0.00029153],"domain_scores_gemma":[0.9518342,0.03625515,0.006608345,0.0004686378,0.00434253,0.0004911249],"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":[0.00007478886,0.0000301537,0.001642788,0.888572,0.002213621,0.0004462258,0.002197924,0.0001602828,0.0002148762,0.0006568406,0.004514475,0.09927608],"study_design_scores_gemma":[0.00001575294,0.00005194043,0.001982833,0.9647419,0.005994369,0.0004188022,0.001379673,0.00004324132,0.00008684948,0.0002743302,0.02498927,0.00002110088],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001215396,0.9962692,0.0002026254,0.001002063,0.000238452,0.0003091074,0.0001619277,0.000006545888,0.000594514],"genre_scores_gemma":[0.005698119,0.9925862,0.0003982695,0.0006037381,0.00009428999,0.0004091527,0.0001013002,0.000002793406,0.0001061669],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0165138,"threshold_uncertainty_score":0.05742526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2981143941284536,"score_gpt":0.5385450896659478,"score_spread":0.2404306955374942,"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."}}