{"id":"W3046026181","doi":"10.1177/0844562120939795","title":"Does Being a Visible Minority Matter? Predictors of Internationally Educated Nurses’ Workplace Integration","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Health Canada","keywords":"Mentorship; Perception; Immigration; Limiting; Nursing; Social integration; Psychology; Medicine; Medical education; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001690449,0.0001319313,0.0003349488,0.0006733579,0.0005982716,0.00004254904,0.0005667881,0.0001936512,0.0009855683],"category_scores_gemma":[0.001622399,0.00009764919,0.00007924566,0.0009598787,0.0002902274,0.0002704025,0.00002238046,0.001745707,0.00009345538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002094955,"about_ca_system_score_gemma":0.005500749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007363996,"about_ca_topic_score_gemma":0.006576162,"domain_scores_codex":[0.99634,0.0009546274,0.0009272442,0.0001996606,0.0007548189,0.000823622],"domain_scores_gemma":[0.9951768,0.0006338136,0.0004038386,0.0001823202,0.002151898,0.00145133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003442371,0.00007172819,0.62336,0.0002794133,0.00004226176,0.00005164605,0.06295042,0.00004143484,0.0005331468,0.001599446,0.2980803,0.01264592],"study_design_scores_gemma":[0.003202398,0.001872959,0.6241266,0.05623465,0.0001409969,0.00007221293,0.2221362,0.001503091,0.001259802,0.01978048,0.06897776,0.0006929217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230903,0.0003898512,0.0001169242,0.0461334,0.003169145,0.0005338131,0.00003082929,0.00001251598,0.02652326],"genre_scores_gemma":[0.9957802,0.0000269541,0.0004546525,0.0004510224,0.001173223,0.000006805115,0.00001178908,0.0000230565,0.002072245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2291026,"threshold_uncertainty_score":0.9999276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08824804545357617,"score_gpt":0.4858771777283427,"score_spread":0.3976291322747665,"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."}}