{"id":"W2057803812","doi":"10.1016/j.nedt.2012.06.015","title":"Evaluation of an eportfolio for the assessment of clinical competence in a baccalaureate nursing program","year":2012,"lang":"en","type":"article","venue":"Nurse Education Today","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Electronic portfolio; Competence (human resources); Standardization; Portfolio; Bachelor; Medical education; Nurse education; Computer science; Psychology; Knowledge management; Medicine; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009860475,0.0006158512,0.0005886553,0.001204903,0.00120923,0.000956062,0.001294883,0.0007846013,0.002562177],"category_scores_gemma":[0.02103383,0.0003241978,0.0007701232,0.0003671266,0.0008631854,0.0009582553,0.001997636,0.0009144759,0.0005234942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364548,"about_ca_system_score_gemma":0.003362903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002547306,"about_ca_topic_score_gemma":0.003401559,"domain_scores_codex":[0.9948292,0.002537258,0.0005354622,0.0003204082,0.001375543,0.0004021165],"domain_scores_gemma":[0.9862498,0.005800193,0.0008636174,0.0007574617,0.00438607,0.001942765],"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":[0.02900954,0.07329505,0.1443716,0.001269114,0.0001610094,0.001905854,0.01832539,0.003805595,0.03411932,0.001150031,0.002614741,0.6899727],"study_design_scores_gemma":[0.01102275,0.3601529,0.4574582,0.0008561294,0.0006996557,0.002880431,0.02859804,0.03170013,0.08657051,0.001421395,0.01818894,0.0004508801],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921801,0.00006236236,0.003420345,0.0001098812,0.00007012967,0.002096962,0.00009199489,0.00009321627,0.001874974],"genre_scores_gemma":[0.96417,0.0001978888,0.02859146,0.0001983577,0.00004042168,0.002843941,0.0003042792,0.00005394975,0.00359963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009860475,"threshold_uncertainty_score":0.05214781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1947442249675732,"score_gpt":0.6322834556445325,"score_spread":0.4375392306769592,"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."}}