{"id":"W4406807907","doi":"10.12927/cjnl.2025.27509","title":"From Federal Policy to Bedside Care: A Canadian Perspective on Key Considerations for Nurse Executive Action for AI Adoption – A Commentary","year":2025,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; Alberta Health Services; Centre for Addiction and Mental Health; Western University; Lakeridge Health; Children's Hospital of Eastern Ontario; University of Calgary; University Health Network; Hamilton Health Sciences; Hospital for Sick Children","funders":"","keywords":"Perspective (graphical); Action (physics); Nursing; Key (lock); Psychology; Nurse Administrator; Political science; Public relations; Medicine; MEDLINE; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01858171,0.0008652683,0.001700874,0.002672627,0.02514822,0.01321591,0.00879499,0.03436546,0.004986889],"category_scores_gemma":[0.0809944,0.0007607358,0.001748274,0.005187842,0.02650528,0.006287453,0.003863644,0.04707108,0.0007874513],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2242652,"about_ca_system_score_gemma":0.4572862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9778472,"about_ca_topic_score_gemma":0.986497,"domain_scores_codex":[0.9722322,0.005404829,0.001573807,0.001793522,0.01229766,0.006697936],"domain_scores_gemma":[0.8979003,0.04330713,0.00325054,0.0007792422,0.04252737,0.01223534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004276479,0.00001584764,0.0006949953,0.0005663257,0.00003019668,0.000653582,0.008457463,0.000300045,0.0001334082,0.07176305,0.9044127,0.01292959],"study_design_scores_gemma":[0.00005793217,0.00002226871,0.002054748,0.003573508,0.00007678433,0.0002915893,0.01361726,0.0004156365,0.0001519086,0.01572981,0.963832,0.0001765719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004548439,0.0072292,0.00008242269,0.9829022,0.00469449,0.000006099424,0.00003035037,0.000006849571,0.004593671],"genre_scores_gemma":[0.03662242,0.0133353,0.0004561867,0.9397116,0.00588597,0.00002518272,0.00004218687,0.00003584173,0.003885366],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7757348,"threshold_uncertainty_score":0.8997425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09900665233905051,"score_gpt":0.3809508490171386,"score_spread":0.2819441966780881,"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."}}