{"id":"W4407025701","doi":"10.1136/ebnurs-2024-104103","title":"Transdisciplinary collaboration is critical for empowering nursing academics to navigate and teach digital transformation","year":2025,"lang":"en","type":"article","venue":"Evidence-Based Nursing","topic":"Educational Leadership and Innovation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; Mount Royal University","funders":"","keywords":"Transformation (genetics); Digital transformation; Sociology; Transdisciplinarity; Engineering ethics; Nursing; Knowledge management; Pedagogy; Computer science; Engineering; Medicine; World Wide Web; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008522066,0.000111942,0.0001225858,0.0002156461,0.0009211239,0.0003741639,0.0001151286,0.000150839,0.00001053859],"category_scores_gemma":[0.0007775229,0.0001296471,0.00004107808,0.0009077581,0.0002947898,0.002066755,0.00000234313,0.0001619733,0.000002606206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005023302,"about_ca_system_score_gemma":0.0006255609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008670976,"about_ca_topic_score_gemma":0.000006945051,"domain_scores_codex":[0.9987715,0.00008384469,0.0003019088,0.0002598555,0.000293416,0.0002894967],"domain_scores_gemma":[0.9988019,0.0006463025,0.00004358378,0.00007926157,0.0003270528,0.0001018806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003463999,0.0002009971,0.0009312601,0.0002737571,0.00001170011,2.965788e-7,0.5658785,0.0001988824,0.003180292,0.2170973,0.004483664,0.207397],"study_design_scores_gemma":[0.001114634,0.0005177701,0.005886533,0.0268008,0.0001817135,0.000002198546,0.8183023,0.008115055,0.01476641,0.1069481,0.01643504,0.0009295063],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.355267,0.0006462356,0.1588748,0.4788142,0.0008666682,0.0008916571,0.0000272613,0.00009512233,0.004517071],"genre_scores_gemma":[0.9955578,0.00001694724,0.002540925,0.001422199,0.0002503934,0.00005177483,0.00002697539,0.000009562787,0.000123432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6402907,"threshold_uncertainty_score":0.7084633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0764055496533828,"score_gpt":0.4620476739605763,"score_spread":0.3856421243071935,"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."}}