{"id":"W7117407204","doi":"10.1080/10376178.2025.2605420","title":"Rethinking digital transformation in nursing","year":2025,"lang":"en","type":"article","venue":"Contemporary Nurse","topic":"Educational Leadership and Innovation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Interoperability; Digital health; Digital transformation; eHealth; Project commissioning; Health informatics; MEDLINE; Health care","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":[0.008020954,0.0003370624,0.0002511083,0.001274721,0.004169264,0.01810335,0.001369147,0.003721079,0.008985531],"category_scores_gemma":[0.01494839,0.0002301108,0.0004468343,0.001369307,0.01818316,0.02703932,0.0103367,0.005461644,0.002100603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003717341,"about_ca_system_score_gemma":0.005124709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002474473,"about_ca_topic_score_gemma":0.004451395,"domain_scores_codex":[0.9947977,0.003000485,0.0001803554,0.0003971765,0.001159021,0.0004652229],"domain_scores_gemma":[0.9895504,0.006421168,0.0002908561,0.001993677,0.001076377,0.0006673769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004489771,0.00005312904,0.0008624406,0.0002308344,0.00001056591,0.000189243,0.02302112,0.0004344002,0.000838646,0.7930108,0.02511955,0.1561843],"study_design_scores_gemma":[0.00001115313,0.00004649748,0.0006712798,0.0006167555,0.000009071694,0.000187697,0.01842875,0.0006144658,0.00113319,0.307502,0.6707526,0.00002654384],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.06517762,0.02124833,0.06350484,0.3961721,0.01106431,0.0001187306,0.000136083,0.0008364059,0.4417416],"genre_scores_gemma":[0.8357137,0.01755446,0.02682335,0.05330806,0.002987503,0.0001358116,0.0001192788,0.0005554842,0.06280217],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01810335,"threshold_uncertainty_score":0.04241937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05408814009131819,"score_gpt":0.3701331412741017,"score_spread":0.3160450011827836,"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."}}