{"id":"W4388081882","doi":"10.7748/en.31.6.14.s6","title":"Robots and AI can support but not substitute nursing practice","year":2023,"lang":"en","type":"article","venue":"Emergency Nurse","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Nursing; Robot; Emergency nursing; Computer science; Psychology; Medicine; Artificial intelligence; Emergency department","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":[0.006082608,0.0009077295,0.0008253098,0.001854627,0.001842266,0.007537397,0.001805519,0.004426194,0.01528972],"category_scores_gemma":[0.02070944,0.0005346146,0.0007371008,0.001280153,0.0171299,0.01389533,0.007347019,0.002914882,0.008117307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00129256,"about_ca_system_score_gemma":0.004003642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002554299,"about_ca_topic_score_gemma":0.002226161,"domain_scores_codex":[0.9937345,0.002802403,0.0003376836,0.0008341435,0.001777351,0.0005137964],"domain_scores_gemma":[0.9835076,0.007965591,0.001708747,0.003440367,0.001551128,0.00182659],"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":[0.0002946198,0.00040422,0.008771847,0.002356218,0.0002072816,0.000709646,0.0098953,0.004500687,0.003186354,0.5924582,0.03847529,0.3387403],"study_design_scores_gemma":[0.0001003651,0.0002909344,0.004513954,0.001272541,0.00007083014,0.0009147165,0.005025889,0.003096906,0.0009171143,0.6565416,0.3271495,0.0001057488],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.03928701,0.02336152,0.0783843,0.1375397,0.006511192,0.0002412782,0.0002819769,0.001167656,0.7132254],"genre_scores_gemma":[0.7586417,0.0151084,0.1063722,0.03214299,0.003302258,0.0006408175,0.0003082395,0.0004892311,0.08299422],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01528972,"threshold_uncertainty_score":0.05114925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1432663348582768,"score_gpt":0.4785604986974917,"score_spread":0.335294163839215,"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."}}