{"id":"W2169395905","doi":"10.1186/1749-799x-6-18","title":"Can the surgical checklist reduce the risk of wrong site surgery in orthopaedics? - can the checklist help? Supporting evidence from analysis of a national patient incident reporting system","year":2011,"lang":"en","type":"article","venue":"Journal of Orthopaedic Surgery and Research","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Checklist; Medicine; Patient safety; Orthopedic surgery; Health care; Medical emergency; Harm; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07997593,0.0002027015,0.001054671,0.001074653,0.001178947,0.000009680055,0.0004259218,0.0002027772,0.0001647408],"category_scores_gemma":[0.04161176,0.00009960176,0.0007812439,0.002890125,0.0008778957,0.0001986956,0.0002887284,0.002346337,0.00000131891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003083826,"about_ca_system_score_gemma":0.003680754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01270662,"about_ca_topic_score_gemma":0.00363756,"domain_scores_codex":[0.9829858,0.007317122,0.005551979,0.0003282585,0.003133847,0.0006829737],"domain_scores_gemma":[0.9524624,0.03226838,0.01200668,0.0005743621,0.002378569,0.0003096297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004893629,0.0001089144,0.972554,0.0001920326,0.0005065696,0.0001617506,0.02274748,0.0001377529,0.00004749792,0.00007766354,0.0007822863,0.002194735],"study_design_scores_gemma":[0.0002303856,0.000052746,0.9585923,0.002185462,0.0003222515,0.00005319994,0.03702655,0.0005988619,0.00013324,0.00007826976,0.0006227466,0.0001039602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918307,0.001714463,0.00003790467,0.004871148,0.0006760149,0.0005226513,0.00008792563,0.000007724597,0.0002514711],"genre_scores_gemma":[0.9974818,0.001882107,0.0000262558,0.00009015062,0.000340155,0.00006346987,0.00002659495,0.00001733884,0.00007215988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03836416,"threshold_uncertainty_score":0.9999553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2156853345550745,"score_gpt":0.4395676122914472,"score_spread":0.2238822777363727,"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."}}