{"id":"W3133149301","doi":"10.1007/s00268-021-06000-y","title":"We Asked the Experts: The WHO Surgical Safety Checklist and the COVID‐19 Pandemic: Recommendations for Content and Implementation Adaptations","year":2021,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada; Canadian Nurses Association; University of Calgary","funders":"","keywords":"Checklist; Pandemic; Medicine; Inclusion (mineral); Delphi method; Patient safety; Coronavirus disease 2019 (COVID-19); MEDLINE; Vascular surgery; Medical education; Medical emergency; Health care; Cardiac surgery; Surgery; Psychology; Pathology; Disease; Infectious disease (medical specialty); Computer science","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":[0.09950356,0.001081845,0.0007988719,0.003371498,0.003380604,0.003011609,0.002697429,0.009398701,0.00662384],"category_scores_gemma":[0.1974185,0.000984323,0.002034298,0.001653095,0.002145402,0.005698697,0.00504485,0.006686691,0.001578644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005592369,"about_ca_system_score_gemma":0.01995096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01001012,"about_ca_topic_score_gemma":0.009678175,"domain_scores_codex":[0.9166662,0.05639212,0.01507805,0.002358652,0.005444353,0.004060778],"domain_scores_gemma":[0.8159968,0.103883,0.009304917,0.004894377,0.05801597,0.007904952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000734491,0.000846851,0.04900657,0.01357543,0.0002847386,0.003936172,0.1991193,0.004713563,0.01324827,0.01117744,0.3693296,0.3340276],"study_design_scores_gemma":[0.00054709,0.001107361,0.02522833,0.01979381,0.000505099,0.00178748,0.2069808,0.01216811,0.006789618,0.0189408,0.7050915,0.001059983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2408668,0.005889564,0.1074503,0.5593304,0.0121459,0.0308556,0.003413267,0.001114688,0.03893349],"genre_scores_gemma":[0.5089725,0.006939073,0.3577413,0.08697528,0.002067744,0.02617348,0.0014182,0.0002767392,0.009435739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09950356,"threshold_uncertainty_score":0.5262314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3257317206681552,"score_gpt":0.466964509638532,"score_spread":0.1412327889703768,"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."}}