{"id":"W2896634057","doi":"10.5539/gjhs.v10n11p80","title":"Factors Associated With Dropout, Retention and Graduation of Nursing Students in Selected Universities in South Africa: A Narrative Review","year":2018,"lang":"en","type":"review","venue":"Global Journal of Health Science","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graduation (instrument); Medicine; Dropout (neural networks); Medical education; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004041642,0.0001731797,0.0009617408,0.0005629977,0.0001339572,0.00002492122,0.0003067931,0.00008264691,0.00001771589],"category_scores_gemma":[0.0001009344,0.0001236109,0.00004993346,0.00263714,0.0003136483,0.0002460741,0.00002256685,0.0002580878,0.000001034325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001862553,"about_ca_system_score_gemma":0.002162651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001126755,"about_ca_topic_score_gemma":0.00002858907,"domain_scores_codex":[0.9970626,0.0005497137,0.00101736,0.0002180686,0.0008546987,0.0002975314],"domain_scores_gemma":[0.9969448,0.00004097986,0.002380895,0.00008316594,0.0004739916,0.00007613278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001867163,0.0009608348,0.3013962,0.01397439,0.0003293786,0.00002634501,0.2910418,0.000006132394,3.700271e-7,0.0001993718,0.001199286,0.3906792],"study_design_scores_gemma":[0.00116821,0.001050881,0.7147257,0.2621022,0.0002125658,0.00003737369,0.01904815,0.0000130526,1.038133e-7,0.00005206453,0.00130769,0.0002820368],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3450359,0.6542341,0.000009920117,0.00001907224,0.0001460085,0.0004297511,0.000006351072,0.00000283985,0.0001160863],"genre_scores_gemma":[0.2327377,0.7671132,0.00004430988,0.00001531539,0.0000198146,0.000003462244,0.00002353692,0.000007005889,0.00003559184],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4133295,"threshold_uncertainty_score":0.5040707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1916415518385081,"score_gpt":0.4649444086352705,"score_spread":0.2733028567967624,"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."}}