{"id":"W2025707710","doi":"10.1016/j.nedt.2013.09.017","title":"Mind the gap: Quantifying the performance gap between observed and required clinical competencies in undergraduate nursing students","year":2013,"lang":"en","type":"editorial","venue":"Nurse Education Today","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; University of Alberta; University of Lethbridge","funders":"","keywords":"Psychology; Medical education; Nursing; Medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01580648,0.003326759,0.004448078,0.005088047,0.003443105,0.008883333,0.005015096,0.02231078,0.003484704],"category_scores_gemma":[0.07516599,0.001378722,0.003018938,0.002686066,0.005362498,0.003326504,0.002046084,0.02598564,0.003944292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004548119,"about_ca_system_score_gemma":0.006932864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00725429,"about_ca_topic_score_gemma":0.01740503,"domain_scores_codex":[0.987892,0.002680317,0.001860703,0.001284193,0.005794582,0.0004882721],"domain_scores_gemma":[0.9147792,0.04910849,0.002440964,0.001102139,0.02748431,0.005084809],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005184725,0.00002533754,0.0001248419,0.0005241301,0.00005820977,0.000122614,0.0000375647,0.00003057632,0.00005453521,0.0002938392,0.9850881,0.01358837],"study_design_scores_gemma":[0.0002612881,0.0001684639,0.00579644,0.003936316,0.0006894306,0.001159604,0.0005329446,0.000782724,0.0005908623,0.00323079,0.9826838,0.0001672258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00008684454,0.008159349,0.0002953174,0.03631882,0.9544224,0.00002986426,0.00006749445,0.00005980144,0.000560042],"genre_scores_gemma":[0.001204657,0.006554308,0.0004217012,0.02226455,0.9663629,0.00006822281,0.00003668605,0.00005919031,0.003027808],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9841935,"threshold_uncertainty_score":0.08359367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1997120466789373,"score_gpt":0.4596194279227236,"score_spread":0.2599073812437863,"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."}}