{"id":"W2286624533","doi":"10.1016/s2155-8256(16)31008-0","title":"A New Model for Assessing Entry-Level Education of Internationally Educated Nurses: A Retrospective Perspective","year":2016,"lang":"en","type":"article","venue":"Journal of Nursing Regulation","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"College & Association of Registered Nurses of Alberta","funders":"","keywords":"Workforce; Scope (computer science); Scope of practice; Nursing; Medicine; Nurse education; Service (business); Sustainability; Political science; Business; Health care; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006265292,0.0001466745,0.00035697,0.0003552584,0.0002682129,0.00001619577,0.0001736773,0.0001806407,0.00009109904],"category_scores_gemma":[0.001081119,0.000110948,0.0001357227,0.0002611867,0.00006523044,0.0007405487,0.00001167935,0.0002219318,0.0000052053],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004310828,"about_ca_system_score_gemma":0.003989041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007774567,"about_ca_topic_score_gemma":0.00001434624,"domain_scores_codex":[0.9978516,0.0001751281,0.001017456,0.0001913972,0.0004700731,0.0002944046],"domain_scores_gemma":[0.9934959,0.0003988506,0.00204799,0.0001660157,0.003719479,0.00017174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003219002,0.001693714,0.03849964,0.0002911242,0.0002711154,0.000001012134,0.1031498,0.001450678,0.026738,0.2642934,0.1430856,0.4173069],"study_design_scores_gemma":[0.004901621,0.0005446866,0.3339187,0.03104329,0.0002801508,0.00005299563,0.04248749,0.01721772,0.0008947031,0.5671687,0.001122599,0.0003673502],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4318407,0.0005424739,0.5313634,0.01705471,0.005936217,0.001353841,0.00003252463,0.00004109758,0.01183503],"genre_scores_gemma":[0.9420497,0.000024736,0.04533486,0.00009305945,0.001093564,0.00001172898,0.000006399671,0.00002855499,0.01135737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.510209,"threshold_uncertainty_score":0.9995114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08842273418261828,"score_gpt":0.5013378334763755,"score_spread":0.4129150992937572,"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."}}