{"id":"W6990640776","doi":"","title":"Educational interventions to improve handover in healthcare: an updated systematic review","year":2017,"lang":"en","type":"other","venue":"CLOK (University of Central Lancashire)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Turun Yliopisto; Universiteit Maastricht; Flinders University; Rijksuniversiteit Groningen; Nanyang Technological University; McGill University; National University of Singapore; Lee Kong Chian School of Medicine, Nanyang Technological University; University of Aberdeen; Johns Hopkins University","keywords":"Handover; Psychological intervention; Context (archaeology); Component (thermodynamics); Work (physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00786359,0.001564797,0.008869187,0.007628148,0.0006492052,0.003364324,0.001946295,0.002820696,0.01000942],"category_scores_gemma":[0.04777626,0.001274597,0.01014332,0.006741364,0.0007784999,0.002949087,0.002031497,0.002752361,0.0008158618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003759669,"about_ca_system_score_gemma":0.01350073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01795983,"about_ca_topic_score_gemma":0.06558982,"domain_scores_codex":[0.9918543,0.002382006,0.00334726,0.0006756073,0.00137196,0.0003689669],"domain_scores_gemma":[0.9803858,0.01225036,0.004818697,0.0003661537,0.001831045,0.0003479803],"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":[0.0006611807,0.0000665775,0.0006725609,0.9289591,0.01884812,0.00006025943,0.0002281921,0.00006496016,0.0001197283,0.0001312452,0.003152697,0.04703529],"study_design_scores_gemma":[0.00332374,0.0003182805,0.005149463,0.8203151,0.1546382,0.0001519215,0.0003170473,0.00007835903,0.0001370963,0.0002694924,0.01524062,0.00006073745],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00192256,0.9939153,0.0002703875,0.0006215587,0.0003609449,0.0009743686,0.001244501,0.00003056105,0.0006597546],"genre_scores_gemma":[0.02507452,0.9686124,0.001656539,0.002079564,0.0001724375,0.001463401,0.0005342986,0.00002244074,0.0003843039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01795983,"threshold_uncertainty_score":0.04158717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353912356944575,"score_gpt":0.2950265294077125,"score_spread":0.2714874058382667,"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."}}