{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000320305,0.0001193677,0.0001581654,0.0001406778,0.0001876962,0.00001142651,0.00005300418,0.00009280145,0.0006613923],"category_scores_gemma":[0.0005984895,0.0001183114,0.00004431849,0.0004588478,0.00007250065,0.0001896825,0.000007609045,0.000215197,0.0005773891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007855294,"about_ca_system_score_gemma":0.0002686029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001297781,"about_ca_topic_score_gemma":0.0001491741,"domain_scores_codex":[0.9987288,0.00004041189,0.0003662053,0.0002767665,0.0002386149,0.0003491807],"domain_scores_gemma":[0.9991316,0.00006259104,0.00007602802,0.0002488442,0.0002380232,0.0002429412],"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":[0.0006600669,0.0008082324,0.04706132,0.0003535622,0.0001213176,0.0003498328,0.04680492,0.0001305331,0.01189137,0.006546431,0.4184702,0.4668022],"study_design_scores_gemma":[0.0007082556,0.002648797,0.3544624,0.001253428,0.001598574,0.001397955,0.1132495,0.007496896,0.1308085,0.01618623,0.3680363,0.002153215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8833097,0.0002922624,0.0002590166,0.1026311,0.006073843,0.0004535049,0.000009791963,0.0002211859,0.006749618],"genre_scores_gemma":[0.9895608,0.0009060477,0.0002376317,0.001359537,0.0007827822,0.00003081173,0.00007710634,0.00002544747,0.007019807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.464649,"threshold_uncertainty_score":0.7421362,"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."}}