{"id":"W2043288751","doi":"10.12968/bjon.2005.14.8.17935","title":"Workload of postanaesthesia care unit nurses and intensive care overflow","year":2005,"lang":"en","type":"article","venue":"British Journal of Nursing","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pacu; Workload; Medicine; Intensive care unit; Intensive care; Emergency medicine; Neglect; Nursing; Anesthesia; Medical emergency; Intensive care medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001046226,0.0001156685,0.0006968633,0.0001226641,0.00006173237,0.00003665753,0.0000598904,0.00008943216,0.00003309728],"category_scores_gemma":[0.0002395722,0.0001164985,0.0003225685,0.0001262973,0.0001654145,0.0001322043,0.000006664287,0.0002637526,0.000001188929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154641,"about_ca_system_score_gemma":0.0001018906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002572056,"about_ca_topic_score_gemma":0.000008163344,"domain_scores_codex":[0.9988873,0.00006638002,0.000405867,0.0001094321,0.0003428707,0.0001881744],"domain_scores_gemma":[0.9981356,0.000123837,0.00019402,0.0000929799,0.001260091,0.0001934168],"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":[0.000389351,0.00005676717,0.05370202,0.00007886066,0.00008605768,0.00237265,0.007033867,0.0000146161,0.0001915082,0.00006630145,0.0005187695,0.9354892],"study_design_scores_gemma":[0.004277959,0.0009615447,0.7350005,0.01586147,0.0009093999,0.07488049,0.1352879,0.00001049862,0.001626274,0.00002811342,0.03086305,0.0002928874],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9107786,0.08219507,0.00001280027,0.001203369,0.0001695282,0.0001025942,0.000004684667,0.000008696156,0.005524664],"genre_scores_gemma":[0.9962071,0.001869893,0.001028237,0.0004397179,0.0002834403,3.057451e-7,0.000002834939,0.00001966896,0.0001488505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9351963,"threshold_uncertainty_score":0.475067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190136017409847,"score_gpt":0.3051772709571495,"score_spread":0.2861636692161648,"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."}}