{"id":"W2001179567","doi":"10.1503/cjs.025912","title":"Development of an orthopedic surgery trauma patient handover checklist","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Checklist; Medicine; Handover; Medical emergency; Orthopedic surgery; Patient safety; Patient care; Surgery; Nursing; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.04302154,0.001292742,0.001369072,0.006595924,0.002805728,0.002223807,0.003342748,0.001237622,0.00386568],"category_scores_gemma":[0.09838461,0.0007862831,0.001568893,0.002568325,0.000888697,0.00317077,0.004356339,0.00243698,0.001435013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00581724,"about_ca_system_score_gemma":0.02039183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007946406,"about_ca_topic_score_gemma":0.01161827,"domain_scores_codex":[0.9607875,0.01819867,0.01005014,0.001009614,0.008710707,0.001243344],"domain_scores_gemma":[0.8719679,0.03072406,0.01784042,0.0047137,0.06626142,0.008492558],"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":[0.000731806,0.002777355,0.0764754,0.005415837,0.0002013004,0.001399656,0.01903877,0.005528045,0.006215352,0.002703256,0.1490344,0.7304788],"study_design_scores_gemma":[0.00209495,0.00763668,0.354929,0.01788568,0.0005854268,0.004642507,0.05542713,0.04533654,0.01550481,0.007634876,0.4863089,0.002013497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3687749,0.004210555,0.3575094,0.03112284,0.005160597,0.1775827,0.01348469,0.008443453,0.0337108],"genre_scores_gemma":[0.2074541,0.002292858,0.7275633,0.001878983,0.0005417428,0.04503075,0.01085626,0.0003060214,0.004075979],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04302154,"threshold_uncertainty_score":0.2275224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02984036018853093,"score_gpt":0.2433169610844463,"score_spread":0.2134766008959153,"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."}}