{"id":"W2155845902","doi":"10.1016/j.jen.2010.04.013","title":"Geriatric Emergency Nurses: Addressing the Needs of an Aging Population","year":2010,"lang":"en","type":"article","venue":"Journal of Emergency Nursing","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Vancouver Coastal Health Research Institute","keywords":"Gerontological nursing; Emergency nursing; Population ageing; Medical emergency; MEDLINE; Nursing; Medicine; Gerontology; Population; Emergency department; Environmental health; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006597681,0.0002037769,0.0004476651,0.000415014,0.0003100373,0.000008284353,0.0002305237,0.0001039919,0.0007330772],"category_scores_gemma":[0.0003524928,0.0001385383,0.0003759612,0.0008752988,0.00006829234,0.00045442,0.00001879649,0.0006156198,0.000001750665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004082756,"about_ca_system_score_gemma":0.00007243509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004953748,"about_ca_topic_score_gemma":0.00002287579,"domain_scores_codex":[0.997741,0.00008741287,0.001237743,0.0001217606,0.000514103,0.0002980042],"domain_scores_gemma":[0.997838,0.00002715842,0.0009536503,0.0003171428,0.0007170159,0.0001470836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005915324,0.001612379,0.2546836,0.0004951604,0.0007811431,0.00005408123,0.04214099,0.0002058197,0.4279902,0.002064867,0.03691707,0.2324632],"study_design_scores_gemma":[0.003012737,0.0022749,0.8935538,0.002583372,0.004051724,0.001198363,0.05372987,0.001243535,0.0172369,0.0104377,0.009546165,0.001130954],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734441,0.004702801,0.0002286487,0.001520376,0.01679974,0.0001679134,0.000003390473,0.0000179268,0.003115096],"genre_scores_gemma":[0.9948476,0.001411642,0.0009411953,0.00002439442,0.002529542,0.000001572861,0.000005959958,0.00003193273,0.0002061916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6388702,"threshold_uncertainty_score":0.8026682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04222120897730244,"score_gpt":0.3770134750539146,"score_spread":0.3347922660766122,"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."}}