{"id":"W4416942031","doi":"10.70082/0ykj5q29","title":"Clinical Pharmacist And Nursing Roles In Managing High-Alert Medications In Emergency Departments: A Systematic Review","year":2025,"lang":"","type":"article","venue":"The Review of Diabetic Studies","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patient safety; Workload; Inclusion (mineral); Clinical pharmacy; Pharmacist; MEDLINE; Critical appraisal; Workflow; Quality management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007760782,0.000386064,0.003608654,0.0001861766,0.000131999,0.000007549809,0.0003589781,0.00005679086,0.0001132347],"category_scores_gemma":[0.008553835,0.0002370974,0.0002888786,0.001254331,0.0005787754,0.0001210247,0.0002475224,0.0005856786,0.00002592811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001509091,"about_ca_system_score_gemma":0.0001119663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008875561,"about_ca_topic_score_gemma":0.000009802103,"domain_scores_codex":[0.9918864,0.002506686,0.004209577,0.0004620687,0.0004919166,0.0004432919],"domain_scores_gemma":[0.993922,0.003913614,0.001154567,0.0006896543,0.0001971341,0.0001230318],"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":[0.00002204689,0.0006006738,0.03407009,0.94665,0.001459184,0.000008269823,0.0004073039,1.975543e-7,0.00000100311,0.0006517068,0.001431843,0.01469772],"study_design_scores_gemma":[0.001367206,0.00008307528,0.00773945,0.9706581,0.01726972,0.000004040329,0.0007734552,0.0002464924,0.000003113803,0.0009873543,0.0006850266,0.0001829893],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004540322,0.9333141,0.00001044529,0.05400148,0.0009218745,0.005880461,0.000008408336,0.00001003839,0.001312815],"genre_scores_gemma":[0.142208,0.8510982,0.00003847853,0.006024891,0.00004162531,0.0004415465,0.000004749048,0.00001305659,0.0001294516],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1376677,"threshold_uncertainty_score":0.9997975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1485331171818472,"score_gpt":0.5250357441665214,"score_spread":0.3765026269846742,"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."}}