{"id":"W4313418149","doi":"10.1097/01.nep.0000000000001092","title":"Professional Identity in Nursing: Adopting a Systems Approach Regarding Diversity, Equity, and Inclusion","year":2022,"lang":"en","type":"article","venue":"Nursing Education Perspectives","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Inclusion (mineral); Diversity (politics); Nursing; Identity (music); Health equity; Psychology; Sociology; Medicine; Political science; Social psychology; Anthropology; Law; Philosophy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001823663,0.0001015154,0.0001516188,0.0002507986,0.01151187,0.0001377202,0.000423283,0.0000601737,0.00004432933],"category_scores_gemma":[0.0002945143,0.0001141939,0.00003680687,0.0007686102,0.0002924609,0.0006648566,0.004106307,0.0003931882,8.431564e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004811706,"about_ca_system_score_gemma":0.0007674042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002887872,"about_ca_topic_score_gemma":0.0001493705,"domain_scores_codex":[0.997248,0.0007679296,0.0001918354,0.0003783811,0.001101592,0.0003122788],"domain_scores_gemma":[0.9993089,0.0001012542,0.0001472718,0.0001165621,0.0002118679,0.0001141436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002254404,0.0007259275,0.00404918,0.00003995633,0.000002738608,5.139178e-7,0.7965947,0.0001318186,0.00004247423,0.1839981,0.0009108622,0.01348113],"study_design_scores_gemma":[0.0001753344,0.00003104018,0.01896419,0.0004885509,0.00001176245,0.00001298007,0.9475198,0.0002431943,8.513259e-7,0.0314735,0.0009201971,0.0001585326],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7992395,0.006285994,0.00009699015,0.01500147,0.005990646,0.001099568,0.00000737304,0.0001450308,0.1721334],"genre_scores_gemma":[0.9980927,0.00004843023,0.0004605284,0.00006945512,0.0005044988,0.00006179241,0.00001025812,0.000008886983,0.0007434534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1988532,"threshold_uncertainty_score":0.9990087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06321312600988621,"score_gpt":0.447208977763056,"score_spread":0.3839958517531698,"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."}}