{"id":"W4390736089","doi":"10.7748/nm.30.5.14.s6","title":"Robots and AI can support but not substitute nursing practice","year":2023,"lang":"en","type":"article","venue":"Nursing Management","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":"Robot; Nursing; Nursing practice; Computer science; Psychology; Artificial intelligence; Human–computer interaction; Medicine","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":[0.0003902492,0.0001143682,0.0001462496,0.0002220536,0.0002201661,0.00005587272,0.00005331863,0.00006017976,0.00004026014],"category_scores_gemma":[0.0001002745,0.0001184865,0.00003055289,0.0003749226,0.0001108822,0.0001509408,0.00001377469,0.0001629813,0.0001902181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994515,"about_ca_system_score_gemma":0.00008262437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002510363,"about_ca_topic_score_gemma":0.00001423087,"domain_scores_codex":[0.9987608,0.00003456494,0.0002614271,0.000298199,0.000288984,0.0003560194],"domain_scores_gemma":[0.9993445,0.00007138172,0.0000650717,0.0002500822,0.0001079101,0.0001610748],"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":[0.0001995459,0.0002714868,0.0006935594,0.0002126552,0.00005268079,0.0001929763,0.007427059,0.0001309619,0.0003256298,0.008672556,0.04109564,0.9407253],"study_design_scores_gemma":[0.001601074,0.00300513,0.2576077,0.01306753,0.00426808,0.001399667,0.2271414,0.01993397,0.05745683,0.04269924,0.3693017,0.002517712],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4593225,0.0003063609,0.007140201,0.4355702,0.006464321,0.002004441,0.000006866997,0.0007611709,0.08842392],"genre_scores_gemma":[0.9889092,0.0003313512,0.001814366,0.004022384,0.0003639192,0.00002797286,0.00005527962,0.00002413284,0.004451354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9382075,"threshold_uncertainty_score":0.4831738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1635913134109613,"score_gpt":0.4718655326795555,"score_spread":0.3082742192685942,"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."}}