{"id":"W2132598157","doi":"10.1093/bja/aeh265","title":"Fast-tracking (bypassing the PACU) does not reduce nursing workload after ambulatory surgery †","year":2004,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Nausea and vomiting management","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; Toronto Western Hospital; University of Toronto; University Health Network","funders":"Canadian Anesthesia Research Foundation","keywords":"Pacu; Workload; Medicine; Ambulatory; Anesthesia; Nursing care; Nursing; Surgery; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004384914,0.0002201277,0.0004649608,0.0001389409,0.0003650043,0.0003627347,0.0002609029,0.0005843212,0.00649139],"category_scores_gemma":[0.003937589,0.00008329714,0.0003704595,0.0001790329,0.0001756509,0.0005684225,0.000299941,0.0006337874,0.0004833374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002649005,"about_ca_system_score_gemma":0.0007584087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002287569,"about_ca_topic_score_gemma":0.004071959,"domain_scores_codex":[0.9998026,0.00006660552,0.00002178639,0.00002042695,0.00004005502,0.00004843076],"domain_scores_gemma":[0.9970919,0.001312834,0.0005340919,0.0001530856,0.0001947133,0.0007134675],"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":[0.1734514,0.01084796,0.1213222,0.002022134,0.0008664899,0.0008544583,0.0005931684,0.001013259,0.02732878,0.0004158915,0.00943965,0.6518445],"study_design_scores_gemma":[0.003297549,0.08787292,0.8912695,0.0004153003,0.0005664431,0.0006618644,0.0008766444,0.001898467,0.005902226,0.0003552868,0.006830445,0.0000533349],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959145,0.001130034,0.0002235718,0.0005351877,0.0002331087,0.00003175314,0.0001237719,0.00001992216,0.001788211],"genre_scores_gemma":[0.9960406,0.0008498077,0.0008133408,0.0003203437,0.0001417512,0.00002805568,0.0002219176,0.00001262893,0.001571465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00649139,"threshold_uncertainty_score":0.02171588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932394976002966,"score_gpt":0.2692822472422151,"score_spread":0.2499582974821854,"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."}}