{"id":"W2322770855","doi":"10.1097/cin.0000000000000055","title":"Change Management and Clinical Engagement","year":2014,"lang":"en","type":"article","venue":"CIN Computers Informatics Nursing","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Interior Health","funders":"","keywords":"Terminology; Process management; Change management (ITSM); Upgrade; Key (lock); Health care; Information system; Critical success factor; Knowledge management; Focus (optics); Computer science; Engineering management; Business; Operations management; Engineering; Political science; Computer security","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":[0.1100182,0.001034888,0.001224212,0.005932067,0.01472633,0.03054458,0.003581596,0.007220971,0.009804515],"category_scores_gemma":[0.224804,0.0008353712,0.0009538843,0.004733145,0.02172013,0.0157213,0.02628721,0.01019146,0.001924941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01691307,"about_ca_system_score_gemma":0.03355329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002175062,"about_ca_topic_score_gemma":0.002142375,"domain_scores_codex":[0.6377021,0.3074836,0.006291174,0.01086783,0.02732524,0.01032999],"domain_scores_gemma":[0.7771278,0.1326616,0.01675899,0.01285952,0.0254108,0.03518125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000180211,0.002331102,0.03775335,0.001344267,0.0002538653,0.0006116121,0.2655759,0.0009463415,0.0009084545,0.2774555,0.03916511,0.3734742],"study_design_scores_gemma":[0.0003067055,0.001251722,0.0272051,0.002567152,0.0001072018,0.0007044424,0.2739987,0.003637756,0.001439859,0.3586249,0.3299209,0.0002356242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1399606,0.004333917,0.1045072,0.349293,0.002519599,0.004409881,0.0001731269,0.0006913025,0.3941115],"genre_scores_gemma":[0.9482214,0.0007946263,0.0231358,0.01296392,0.0005928276,0.002617228,0.00009357595,0.0001208773,0.01145969],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1100182,"threshold_uncertainty_score":0.5818386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1596708851657691,"score_gpt":0.4823984812727627,"score_spread":0.3227275961069935,"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."}}