{"id":"W3157961779","doi":"10.1111/jocn.15801","title":"Indigenous social exclusion to inclusion: Case studies on Indigenous nursing leadership in four high income countries","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Thompson Rivers University","funders":"","keywords":"Indigenous; Aotearoa; Workforce; Redress; Nursing; Health care; Cultural safety; Medicine; Political science; Sociology; Gender studies","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008580647,0.0002373147,0.0009896603,0.0004587724,0.01247862,0.0001248818,0.0003683835,0.0004723615,0.00003527608],"category_scores_gemma":[0.0005902396,0.0002024137,0.0002690924,0.000859924,0.0006743969,0.0003695227,0.00001515621,0.001137672,0.00002044692],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002221594,"about_ca_system_score_gemma":0.01901347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002328325,"about_ca_topic_score_gemma":0.09233365,"domain_scores_codex":[0.993193,0.002101792,0.002175434,0.0003569121,0.001241357,0.0009315294],"domain_scores_gemma":[0.9949953,0.002048454,0.00110962,0.0001811026,0.001184988,0.0004805355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000399558,0.0009712974,0.002342552,0.00007208787,0.00005300961,0.003905524,0.9662557,0.00005802544,0.000002054441,0.006683074,0.0001165869,0.01914049],"study_design_scores_gemma":[0.006408295,0.004894946,0.05542714,0.01717097,0.0005013542,0.005619657,0.7400663,0.00001057141,0.0006029506,0.0880819,0.07933535,0.001880582],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739504,0.001773755,0.00004911076,0.01334253,0.00822834,0.0004239088,0.000004345808,0.00002439977,0.002203207],"genre_scores_gemma":[0.988461,0.002910546,0.001038781,0.001023939,0.006026279,8.991893e-7,0.00000147136,0.0000291227,0.0005079894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2261894,"threshold_uncertainty_score":0.988807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1598486128446956,"score_gpt":0.4672641555197256,"score_spread":0.3074155426750299,"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."}}