{"id":"W2576385936","doi":"10.2147/oaem.s122646","title":"High stakes and high emotions: providing safe care in Canadian emergency departments","year":2017,"lang":"en","type":"article","venue":"Open Access Emergency Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute; University of Calgary; Cochrane; Women and Children’s Health Research Institute","funders":"Canadian Institutes of Health Research; Health Canada; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Debriefing; Patient safety; Emergency department; Medicine; Health care; Distress; Near miss; Medical emergency; Nursing; Medical education; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009688639,0.0002496859,0.0004598635,0.0003208397,0.002850492,0.000007503218,0.001835129,0.0001835444,0.01722616],"category_scores_gemma":[0.00174242,0.0002092855,0.0000266977,0.0002728055,0.0001130522,0.00160106,0.0006538642,0.0004515537,0.0001058586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003473851,"about_ca_system_score_gemma":0.0008448294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7381871,"about_ca_topic_score_gemma":0.8740527,"domain_scores_codex":[0.9969181,0.0002880301,0.001096607,0.0005304788,0.0003671532,0.0007996178],"domain_scores_gemma":[0.9972854,0.00004835323,0.0007819561,0.0008759269,0.0002713279,0.0007370454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004851111,0.00003870083,0.963265,0.0002919764,0.00002911241,0.000009459565,0.00552603,0.000008195966,0.00002242198,0.003087322,0.025323,0.002350285],"study_design_scores_gemma":[0.00167839,0.00008851133,0.8709163,0.0004548031,0.00004259743,3.586772e-7,0.003694636,0.00002670986,0.000008169758,0.001079214,0.1217955,0.0002148086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8494273,0.001321663,0.00009692118,0.03336471,0.01344686,0.004268424,0.0001703636,0.00004231049,0.09786142],"genre_scores_gemma":[0.985952,0.003941691,0.00009079007,0.0003197873,0.0004416694,0.0005855269,0.0003562656,0.00003103375,0.008281273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1365246,"threshold_uncertainty_score":0.9984477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2234355445886791,"score_gpt":0.5367968447737705,"score_spread":0.3133613001850915,"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."}}