{"id":"W2989568437","doi":"10.5430/jnep.v10n2p91","title":"Institutional accreditation by nursing education and training quality assurance: Perspectives of heads of private nursing institutions in South Africa","year":2019,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Nursing; Nurse education; Medicine; Quality (philosophy); Quality assurance; Medical education; Accountability; Thematic analysis; Higher education; Qualitative research; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005646011,0.0002887944,0.0003983951,0.0009809233,0.01059777,0.004528999,0.0007885637,0.001435531,0.00450014],"category_scores_gemma":[0.008650403,0.0004820141,0.0002825058,0.001604298,0.007048414,0.003143546,0.004870053,0.001864749,0.0001767853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006492562,"about_ca_system_score_gemma":0.009230352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02424371,"about_ca_topic_score_gemma":0.04004172,"domain_scores_codex":[0.9943746,0.003087431,0.0002144674,0.0002149195,0.0004824928,0.001626165],"domain_scores_gemma":[0.9861122,0.006189397,0.003055723,0.0002210397,0.001244265,0.003177308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005861377,0.00006989387,0.04278429,0.0002982902,0.00001362796,0.002168566,0.939357,0.00009122193,0.001632957,0.003119004,0.001778909,0.008627581],"study_design_scores_gemma":[0.000001893248,0.00005077524,0.01295919,0.0001327516,0.000005750968,0.0002422903,0.979345,0.00004297763,0.0001502345,0.0001596024,0.006897422,0.0000121437],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916489,0.0006959852,0.0002296521,0.005487056,0.00004541328,0.00002659864,0.00002125751,0.000003128595,0.001841962],"genre_scores_gemma":[0.9972267,0.0008255145,0.0001362347,0.0007775779,0.0000203728,0.0000169196,0.000008463961,0.000002901523,0.0009853618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02424371,"threshold_uncertainty_score":0.0482052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2989744402892278,"score_gpt":0.5756140703514787,"score_spread":0.2766396300622509,"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."}}