{"id":"W4283525227","doi":"10.1016/j.ijnsa.2022.100083","title":"Global migration and factors that support acculturation and retention of international nurses: A systematic review","year":2022,"lang":"en","type":"review","venue":"International Journal of Nursing Studies Advances","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CINAHL; Acculturation; Workforce; Preparedness; Nursing; Nursing research; Cultural diversity; MEDLINE; Psychology; Political science; Public relations; Medicine; Immigration; Psychological intervention","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"],"consensus_categories":[],"category_scores_codex":[0.001060406,0.0003633184,0.00222609,0.0002519707,0.0003100383,0.00002881621,0.000472227,0.0001404769,0.00008983908],"category_scores_gemma":[0.001607541,0.000253002,0.0003119906,0.0002317118,0.0001735661,0.0007086499,0.0001426523,0.0004568077,0.000001674787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001629384,"about_ca_system_score_gemma":0.0002246219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002135364,"about_ca_topic_score_gemma":0.00005089218,"domain_scores_codex":[0.9949816,0.0008038023,0.002517691,0.00028669,0.001174887,0.0002352937],"domain_scores_gemma":[0.991699,0.0009780357,0.005989173,0.0001434053,0.001098862,0.00009152925],"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":[0.0001104237,0.0001751688,0.00231672,0.6543364,0.002923131,0.00003410238,0.005786731,0.000004048418,2.395443e-7,0.001020066,0.005417764,0.3278752],"study_design_scores_gemma":[0.0002418932,0.0001582914,0.00009151051,0.5835334,0.001733836,0.0002234361,0.01429982,0.000002874952,1.044098e-7,0.0003629959,0.3991928,0.0001590494],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002465242,0.9887137,0.00003413175,0.000790887,0.008210347,0.001396374,0.0001646738,0.00001664189,0.0004266606],"genre_scores_gemma":[0.0004637473,0.9984522,0.0002600492,0.0001135659,0.0002726489,0.00008473673,0.0001409822,0.00001923507,0.0001928166],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.393775,"threshold_uncertainty_score":0.9999922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2121632726249685,"score_gpt":0.5726660903802843,"score_spread":0.3605028177553158,"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."}}