{"id":"W2945477265","doi":"10.12927/cjnl.2019.25815","title":"Patient Empowerment and Nursing Clinical Workflows Enhanced by Integrated Bedside Terminals","year":2019,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Workflow; Nursing; Empowerment; Autonomy; Patient Empowerment; Medicine; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007799271,0.0003232098,0.0005652589,0.0001677439,0.0005641466,0.00002289699,0.0001425528,0.0005686274,0.0006332406],"category_scores_gemma":[0.0003380102,0.0003079588,0.00009764888,0.0002868804,0.0002914444,0.0002206892,0.000022222,0.001646549,0.0006168266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009118331,"about_ca_system_score_gemma":0.0003116597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007524243,"about_ca_topic_score_gemma":0.00001636224,"domain_scores_codex":[0.9948955,0.001593344,0.001286811,0.0007235451,0.0004574572,0.001043359],"domain_scores_gemma":[0.9971762,0.001149084,0.0005420967,0.0005155871,0.0001969365,0.0004200608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005782412,0.0002581271,0.4996971,0.0003806038,0.00003764936,0.00000305246,0.04062701,0.000005565335,0.002072366,0.0001611254,0.04484735,0.4113318],"study_design_scores_gemma":[0.006557642,0.00302406,0.6296083,0.04522323,0.0001730594,0.0000168579,0.2892429,0.0007899689,0.002844413,0.002064186,0.01861235,0.001843033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760128,0.0007044862,0.000461033,0.0077899,0.006123743,0.001782301,0.00002879115,0.0002352182,0.006861788],"genre_scores_gemma":[0.993598,0.00003969567,0.0009572781,0.002999313,0.000223367,0.00009105527,0.00007695811,0.00006389458,0.001950438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4094888,"threshold_uncertainty_score":0.9999372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2610267678049099,"score_gpt":0.4729206710843409,"score_spread":0.211893903279431,"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."}}