{"id":"W7110576108","doi":"","title":"Bridging competency and technology: User evaluation of a digital clinical workbook for nurse practitioner students","year":2025,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (UWA)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Engineering, Michigan State University; Michigan State University; Flinders University; University of Toronto; University of Surrey; University of Waterloo; Curtin University of Technology; University of the Sunshine Coast; University of New South Wales; Auckland University of Technology, New Zealand; University of Wollongong; University of Waikato","keywords":"Workbook; Bridging (networking); Usability; Digital literacy; Employability; Literacy; Focus group","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.003198839,0.00008540228,0.0002241103,0.0004815232,0.0002957508,0.0000793955,0.0001050403,0.000189909,0.000008431842],"category_scores_gemma":[0.003870589,0.0000702164,0.00003504643,0.00056716,0.0005646835,0.0001583745,0.0000927571,0.0004637847,0.000001694985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043126,"about_ca_system_score_gemma":0.0007681269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000060396,"about_ca_topic_score_gemma":5.603196e-8,"domain_scores_codex":[0.9979506,0.0001470183,0.0004831987,0.0003212526,0.0008851291,0.0002127973],"domain_scores_gemma":[0.9972371,0.0002616173,0.0001213986,0.0002781703,0.002043064,0.00005860804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003354901,0.001368497,0.6958999,0.0008186763,0.0003117669,0.00000853896,0.000372361,8.063511e-7,0.008044973,0.01209031,0.02379054,0.2569582],"study_design_scores_gemma":[0.01172172,0.002331672,0.8068758,0.005087826,0.0008836362,0.0001855145,0.01155952,0.01757918,0.09709745,0.01305221,0.03315678,0.0004686766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987229,0.0007369805,0.000488081,0.006023518,0.0003668727,0.001773217,0.000003808286,0.00003015981,0.003348327],"genre_scores_gemma":[0.9907132,0.0000744234,0.002266703,0.00006877509,0.0002345628,0.0003888946,0.00004064708,0.00001157328,0.006201162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2564895,"threshold_uncertainty_score":0.4633736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06851752065995281,"score_gpt":0.504293209517771,"score_spread":0.4357756888578182,"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."}}