{"id":"W3008148927","doi":"10.5430/jnep.v10n4p91","title":"Improving handoff efficiency from emergency department to intensive care","year":2020,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Handover; Emergency department; Standardization; Medicine; Intensive care unit; Medical emergency; Patient safety; Nursing; Emergency medicine; Health care; Computer science; Intensive care medicine","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":[0.006851616,0.0002173875,0.0002864581,0.0006641982,0.0005065331,0.001051,0.0005237932,0.0003951721,0.000879825],"category_scores_gemma":[0.02313478,0.0001532304,0.0003200837,0.0005856356,0.0002786092,0.000867926,0.0007574091,0.0004732531,0.0001371217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150098,"about_ca_system_score_gemma":0.005197015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006309854,"about_ca_topic_score_gemma":0.01178452,"domain_scores_codex":[0.9947343,0.002872626,0.0005125685,0.0003420237,0.001119851,0.0004186837],"domain_scores_gemma":[0.9888982,0.004459033,0.003209141,0.0006426459,0.002217141,0.0005738275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001146213,0.008991099,0.3166675,0.0009753739,0.0002306465,0.00008925342,0.003002298,0.002602357,0.005906657,0.0004005053,0.001114659,0.6588734],"study_design_scores_gemma":[0.0004922244,0.01821419,0.9553351,0.0005161326,0.0002546161,0.000167228,0.003821806,0.00446893,0.01192855,0.0003978289,0.004334394,0.00006902465],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967126,0.0002945331,0.001613963,0.0003258465,0.00001724859,0.0001744184,0.00002655648,0.00001959032,0.0008153539],"genre_scores_gemma":[0.9888565,0.0004324655,0.009914991,0.0001308566,0.00001637829,0.0001108375,0.00006966861,0.000005521275,0.0004627813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006851616,"threshold_uncertainty_score":0.03623521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05971917393973829,"score_gpt":0.4093063412372887,"score_spread":0.3495871672975503,"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."}}