{"id":"W4301037122","doi":"","title":"A systematic review of educational resources for teaching patient handover skills to residents","year":2013,"lang":"en","type":"review","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadiana.org; University of British Columbia","funders":"","keywords":"Handover; Medical education; Psychology; Knowledge management; Computer science; Medicine; Telecommunications","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":[0.009374604,0.001699074,0.007349252,0.01211272,0.0009047545,0.002456267,0.002100477,0.001734718,0.00737572],"category_scores_gemma":[0.04692731,0.001056219,0.00600694,0.01260838,0.0009159013,0.002575657,0.001559894,0.001223819,0.0005622461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003876943,"about_ca_system_score_gemma":0.01282778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006070242,"about_ca_topic_score_gemma":0.02024985,"domain_scores_codex":[0.9912776,0.003395355,0.003050565,0.0004188496,0.001609594,0.0002480959],"domain_scores_gemma":[0.9673051,0.02374851,0.005452252,0.0003981124,0.002695177,0.0004008436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001640783,0.00002113241,0.0002620616,0.9543126,0.003410363,0.0000913465,0.0001686739,0.00004833075,0.00008540233,0.0001047047,0.001070466,0.04026084],"study_design_scores_gemma":[0.0002937215,0.0002406273,0.002132188,0.9376605,0.04270585,0.0003247503,0.0002813235,0.0000451173,0.0002005836,0.0001617106,0.01592788,0.00002570505],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001288838,0.9966911,0.0002180819,0.0002539369,0.000128588,0.0005551396,0.000366431,0.00001512447,0.0004827031],"genre_scores_gemma":[0.01017059,0.9875333,0.0008818582,0.0002812447,0.00005068896,0.0007342563,0.0002028626,0.000006229056,0.0001389578],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01211272,"threshold_uncertainty_score":0.04957825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1544785342607783,"score_gpt":0.5758924211032694,"score_spread":0.4214138868424911,"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."}}