{"id":"W2133023740","doi":"10.1056/nejmsa1405556","title":"Changes in Medical Errors after Implementation of a Handoff Program","year":2014,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":914,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Handover; Adverse effect; Emergency medicine; Patient safety; Mnemonic; Intervention (counseling); Medical emergency; Health care; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003987323,0.0004434621,0.0004729308,0.0007151724,0.0006550374,0.0008673985,0.0007918461,0.0008742857,0.001648523],"category_scores_gemma":[0.02253389,0.0002696968,0.0004629786,0.0005478679,0.0004290344,0.0005747396,0.00104888,0.0009497912,0.000237954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001519357,"about_ca_system_score_gemma":0.002793619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00322353,"about_ca_topic_score_gemma":0.004055927,"domain_scores_codex":[0.9951727,0.001869768,0.0004326146,0.0004967343,0.001067416,0.0009606504],"domain_scores_gemma":[0.9810945,0.005517698,0.006311329,0.001035405,0.002904398,0.003136795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007833289,0.02317159,0.7434869,0.0005475979,0.0003466539,0.0004578146,0.004172385,0.001396483,0.006972356,0.000119439,0.001223583,0.2102719],"study_design_scores_gemma":[0.0003355186,0.01409926,0.9806814,0.00006737822,0.0001133969,0.00008227026,0.001024871,0.0007134968,0.002261807,0.00004006739,0.0005561975,0.00002431434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986863,0.0001192538,0.0002999296,0.0001686789,0.00002776866,0.0001409886,0.00005274116,0.00004652004,0.0004578813],"genre_scores_gemma":[0.9988445,0.00005515385,0.0004895595,0.00009892318,0.00002808006,0.0001484823,0.00009066385,0.000003911222,0.0002406172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003987323,"threshold_uncertainty_score":0.02108723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014001100785256,"score_gpt":0.3488387536524805,"score_spread":0.3348376528672244,"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."}}