{"id":"W1741508645","doi":"10.36834/cmej.36552","title":"A systematic review of educational resources for teaching patient handover skills to residents","year":2013,"lang":"en","type":"review","venue":"Canadian Medical Education Journal","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto; Canadiana.org; University of British Columbia","funders":"","keywords":"Handover; Curriculum; Inclusion (mineral); Resource (disambiguation); Medical education; Medicine; Health professionals; Quality (philosophy); Health care; Population; Nursing; Psychology; Computer science; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001191535,0.0002988973,0.002121732,0.0006869645,0.0001998202,0.00005285519,0.0003728082,0.0002694701,0.01407655],"category_scores_gemma":[0.1042828,0.0001930069,0.0006781989,0.00025191,0.0000496364,0.00006788717,0.00002690664,0.0007727514,0.0001500069],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000846149,"about_ca_system_score_gemma":0.06651837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273218,"about_ca_topic_score_gemma":0.0002492867,"domain_scores_codex":[0.9963279,0.0002812305,0.00184305,0.0002541494,0.0009263811,0.000367253],"domain_scores_gemma":[0.9877629,0.0005774428,0.0008391872,0.0003954084,0.0006424675,0.009782614],"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":[8.460614e-7,0.0001166486,0.000004318716,0.5545934,0.0001395073,0.000003413019,0.000240047,5.102227e-9,6.961466e-9,0.0001101026,0.2753862,0.1694054],"study_design_scores_gemma":[0.00007150092,0.00007070962,0.000009095182,0.5019,0.0007379349,0.0005415192,0.00009404188,2.035452e-7,2.260619e-8,0.00002222218,0.4964533,0.0000994642],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002066599,0.9763712,0.000005952425,0.01785705,0.001203325,0.003542144,0.00003228132,0.000003705289,0.0009637192],"genre_scores_gemma":[0.000003702959,0.9672077,0.001190158,0.02276532,0.00088587,0.0006567957,0.00008323758,0.00004796924,0.007159195],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2210671,"threshold_uncertainty_score":0.9868247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160924995960497,"score_gpt":0.3548499927527003,"score_spread":0.3432407427930954,"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."}}