{"id":"W2130324498","doi":"10.1258/shorts.2010.010007","title":"The World Health Organization's ‘Surgical Safety Checklist’: should evidence-based initiatives be enforced in hospital policy?","year":2010,"lang":"en","type":"article","venue":"JRSM Short Reports","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Checklist; Medicine; Quarter (Canadian coin); Government (linguistics); Patient safety; Health care; Medical emergency; Family medicine; Nursing; Medical education; Psychology; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1766006,0.0006092658,0.0009276002,0.002918395,0.001987065,0.006726783,0.003753709,0.01192391,0.003822497],"category_scores_gemma":[0.3993776,0.0005616546,0.0008223777,0.003721054,0.005866389,0.008892032,0.003562047,0.007838915,0.0007458868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008221862,"about_ca_system_score_gemma":0.0481851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01609038,"about_ca_topic_score_gemma":0.02241319,"domain_scores_codex":[0.9056875,0.06121133,0.01306368,0.001240853,0.01512564,0.003671005],"domain_scores_gemma":[0.5381413,0.2823038,0.09207219,0.01218803,0.05271986,0.02257479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001064935,0.001405039,0.1365255,0.01627904,0.0002624665,0.0003556363,0.007013953,0.001787402,0.0008473411,0.03551244,0.2901672,0.5087792],"study_design_scores_gemma":[0.00117976,0.002426946,0.4478677,0.131551,0.0004492744,0.0005400004,0.04401958,0.003862403,0.001460971,0.02712326,0.3389601,0.0005590766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02910883,0.02832297,0.001951152,0.9311392,0.004220823,0.0003232123,0.0002319525,0.00009400275,0.004607783],"genre_scores_gemma":[0.56058,0.0348944,0.04028556,0.35194,0.006443801,0.002443592,0.001022851,0.00008333997,0.002306472],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1766006,"threshold_uncertainty_score":0.9339642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06790508734470858,"score_gpt":0.4384428043959053,"score_spread":0.3705377170511967,"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."}}