{"id":"W4402358584","doi":"10.2196/63335","title":"Examining the Role of AI in Changing the Role of Nurses in Patient Care: Systematic Review","year":2024,"lang":"en","type":"review","venue":"JMIR Nursing","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Psychology; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02480968,0.001284963,0.004995158,0.0132165,0.001123466,0.004109516,0.002135332,0.002492207,0.002731136],"category_scores_gemma":[0.1275869,0.001085556,0.004918324,0.01561069,0.001806212,0.005024476,0.002192758,0.00187105,0.0002749103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005983523,"about_ca_system_score_gemma":0.03011869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009015962,"about_ca_topic_score_gemma":0.03569124,"domain_scores_codex":[0.9738661,0.0116523,0.007875475,0.001449696,0.004667329,0.0004890744],"domain_scores_gemma":[0.8580331,0.1140401,0.01603115,0.001598271,0.00929691,0.001000425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007165531,0.00001825174,0.001141392,0.9560164,0.003353751,0.00009626749,0.0008653484,0.00008060496,0.00009191323,0.0003449362,0.001084326,0.03683511],"study_design_scores_gemma":[0.00005167542,0.00009814645,0.002525849,0.9691056,0.01562562,0.0002093787,0.00090947,0.00006661961,0.00009863645,0.0002827234,0.01100083,0.00002546593],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001508502,0.9963307,0.0002953486,0.0006006135,0.0001690338,0.0005166383,0.0001931034,0.000007671169,0.0003784593],"genre_scores_gemma":[0.02210706,0.9741897,0.001375849,0.0008444036,0.0001001753,0.001150198,0.0001356784,0.00000635267,0.00009061724],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02480968,"threshold_uncertainty_score":0.1312078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1186715951688836,"score_gpt":0.4697331711336246,"score_spread":0.351061575964741,"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."}}