{"id":"W3214209129","doi":"10.4102/hsag.v26i0.1602","title":"Validation of a clinical competence evaluation tool for community service nurses in North West province, South Africa","year":2021,"lang":"en","type":"article","venue":"Health SA Gesondheid","topic":"Nursing education and management","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"North-West University","keywords":"Cronbach's alpha; Competence (human resources); Content validity; Medical education; Psychology; Validity; Nursing; Medicine; Clinical psychology; Psychometrics; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02214196,0.0005475542,0.0005789067,0.003353225,0.001038608,0.001350482,0.001053212,0.0006012394,0.001473771],"category_scores_gemma":[0.05700416,0.000314668,0.0007322406,0.001767905,0.0008124703,0.001313214,0.001780388,0.0009919414,0.0002748336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003077926,"about_ca_system_score_gemma":0.01132225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006976043,"about_ca_topic_score_gemma":0.01496028,"domain_scores_codex":[0.9891306,0.005069562,0.001827391,0.000432844,0.002931095,0.0006084544],"domain_scores_gemma":[0.9666519,0.01591651,0.003865727,0.0009563357,0.01105938,0.001550197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008428037,0.002791531,0.482479,0.003302288,0.0001567591,0.001669247,0.03876725,0.002180435,0.008422004,0.001269406,0.006067064,0.4520522],"study_design_scores_gemma":[0.0004112264,0.00341199,0.9259825,0.003194917,0.0001096811,0.001416204,0.03818589,0.007751215,0.004410795,0.0008096891,0.01418479,0.0001311185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978647,0.0003955122,0.006069962,0.0008257498,0.0001052158,0.008611854,0.0004952883,0.00006430621,0.004785066],"genre_scores_gemma":[0.9473561,0.0005881339,0.04170223,0.000161493,0.00002128389,0.008436177,0.0006371904,0.00001483073,0.001082732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02214196,"threshold_uncertainty_score":0.1170993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1518521138207571,"score_gpt":0.4386188989088531,"score_spread":0.2867667850880961,"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."}}