{"id":"W2230163317","doi":"10.1136/bmjqs-2015-005027","title":"Paperless handover: are we ready?","year":2015,"lang":"en","type":"letter","venue":"BMJ Quality & Safety","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Handover; Medical emergency; Nursing; Telecommunications; Computer science","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":[0.01194503,0.0009442902,0.001480967,0.001878459,0.005821185,0.005198686,0.002469595,0.07596228,0.0931053],"category_scores_gemma":[0.07674791,0.001179592,0.002064358,0.001546208,0.004870032,0.009297887,0.002680909,0.04063031,0.07380389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009175816,"about_ca_system_score_gemma":0.006371704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01951037,"about_ca_topic_score_gemma":0.03236859,"domain_scores_codex":[0.9897208,0.00285269,0.002020801,0.0005626186,0.00373839,0.001104618],"domain_scores_gemma":[0.9623045,0.01956778,0.002998515,0.001225994,0.007614832,0.006288321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007062638,0.00004809457,0.0005318316,0.00009103509,0.000006814343,0.0008121952,0.00009570843,0.00003379667,0.00007726505,0.001450531,0.9822697,0.01451241],"study_design_scores_gemma":[0.0003166399,0.0001367296,0.00241393,0.002803943,0.00002960721,0.001786145,0.0007299959,0.000437191,0.0001757626,0.007914688,0.9831581,0.00009718094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001786752,0.0006752744,0.00006482764,0.9879541,0.005371485,0.00001411105,0.00009929592,0.00004712781,0.005595147],"genre_scores_gemma":[0.004496817,0.002916212,0.000455888,0.927349,0.04643674,0.00005984148,0.000167531,0.00007995893,0.01803803],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0931053,"threshold_uncertainty_score":0.3114682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1175536768226138,"score_gpt":0.4034775390195252,"score_spread":0.2859238621969115,"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."}}