{"id":"W2788513123","doi":"10.3390/admsci8010002","title":"Workplace Integration: Key Considerations for Internationally Educated Nurses and Employers","year":2018,"lang":"en","type":"article","venue":"Administrative Sciences","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Workforce; Focus group; Thematic analysis; Credibility; Context (archaeology); Qualitative research; Public relations; Sociology; Psychology; Political science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04165049,0.0007677923,0.00123871,0.001966596,0.02212317,0.02498294,0.003548585,0.007889801,0.004605994],"category_scores_gemma":[0.03995566,0.000655103,0.0007768514,0.002234719,0.02079307,0.01889423,0.02800196,0.009884675,0.0007241992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007534886,"about_ca_system_score_gemma":0.02435492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01146629,"about_ca_topic_score_gemma":0.0214178,"domain_scores_codex":[0.9460951,0.03542517,0.002341615,0.001514637,0.00744007,0.007183372],"domain_scores_gemma":[0.9684568,0.01534493,0.002824044,0.001066609,0.004351525,0.007956217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004306537,0.0001152324,0.009276922,0.0006813484,0.00002450898,0.003479235,0.8374494,0.0001229857,0.0009452065,0.06132144,0.005153961,0.08138676],"study_design_scores_gemma":[0.000004223921,0.00007061245,0.002947892,0.001409649,0.00001298102,0.001171324,0.9208652,0.0000577376,0.0001953074,0.01183449,0.06139746,0.00003311799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3926386,0.03594681,0.0203694,0.3923043,0.005352559,0.0003883507,0.00004285209,0.000139706,0.1528174],"genre_scores_gemma":[0.9552452,0.008647075,0.00870943,0.01664275,0.0007155399,0.0002853032,0.00003651274,0.00006514361,0.009653049],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04165049,"threshold_uncertainty_score":0.2202715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1787073854630317,"score_gpt":0.5301725853504041,"score_spread":0.3514651998873724,"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."}}