{"id":"W2390155225","doi":"","title":"A systematic review of educational resources for teaching patient handover skills to resident physicians and other healthcare professionals.","year":2013,"lang":"en","type":"review","venue":"PubMed","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadiana.org; University of Alberta; Canadian Association of Emergency Physicians; Canadian Association of Nurses in Oncology","funders":"","keywords":"Curriculum; Inclusion (mineral); Handover; Health professionals; Health care; Resource (disambiguation); Medical education; Quality (philosophy); Medicine; Population; Nursing; Psychology; Computer science; Pedagogy","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":[],"consensus_categories":[],"category_scores_codex":[0.00055964,0.0002809082,0.002457128,0.0001493518,0.00008397799,0.00001523053,0.0001181372,0.0001076972,0.00003756621],"category_scores_gemma":[0.00247378,0.0001600843,0.0004119445,0.0001237462,0.00002652324,0.00003462095,0.00007886953,0.0001962707,0.00001054118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299439,"about_ca_system_score_gemma":0.000185592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003893803,"about_ca_topic_score_gemma":0.000002766441,"domain_scores_codex":[0.997728,0.0002422697,0.00106728,0.0003226092,0.0003552549,0.0002845567],"domain_scores_gemma":[0.9977731,0.0007035416,0.0007025843,0.0003838174,0.0001449956,0.0002919272],"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":[0.000002689763,0.000115081,0.00001651171,0.76767,0.0001295016,2.748272e-7,0.0003594943,2.350667e-9,8.615768e-9,0.0001497568,0.007669946,0.2238868],"study_design_scores_gemma":[0.00009935683,0.0000512003,0.0001689506,0.6404232,0.0008229322,0.000009302662,0.00009508865,6.451501e-8,2.086253e-7,0.00002065465,0.3581895,0.0001195076],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008536697,0.9742133,0.000001874074,0.004545885,0.0001600899,0.02064638,0.0001034115,0.00001064203,0.000233017],"genre_scores_gemma":[0.00002807347,0.9562417,0.0003725975,0.00456065,0.0001807727,0.02909275,0.00004005782,0.00005764919,0.009425711],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3505196,"threshold_uncertainty_score":0.6528047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02217218565398168,"score_gpt":0.3499539501895064,"score_spread":0.3277817645355247,"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."}}