{"id":"W3003557089","doi":"10.1136/bmjoq-2019-000780","title":"Development and implementation of a standardised emergency department intershift handover tool to improve physician communication","year":2020,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"University of Ottawa","keywords":"Handover; Medicine; Patient safety; Session (web analytics); Audit; Quality management; Descriptive statistics; Emergency department; Medical emergency; Medical record; Stakeholder; Operations management; Emergency medicine; Computer science; Nursing; Business; Health care; Telecommunications; Engineering; Statistics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02776876,0.0007882013,0.0005551042,0.002338173,0.0006364596,0.001730437,0.001946914,0.0009033706,0.002646116],"category_scores_gemma":[0.05086641,0.0004083412,0.001102603,0.00112066,0.0005520349,0.002095693,0.002556511,0.001212582,0.001007583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001598537,"about_ca_system_score_gemma":0.007143158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001590824,"about_ca_topic_score_gemma":0.002206514,"domain_scores_codex":[0.9791327,0.009639139,0.003972003,0.001110633,0.005471829,0.0006736346],"domain_scores_gemma":[0.9672946,0.01053762,0.004949455,0.003790968,0.01161487,0.001812452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003288285,0.002328715,0.03703365,0.002613799,0.0001353043,0.0005098346,0.006397458,0.004236023,0.01338761,0.0009406743,0.009368113,0.92272],"study_design_scores_gemma":[0.00269117,0.03117758,0.4769767,0.01599469,0.001301488,0.005727356,0.01915579,0.08430156,0.1069969,0.009329981,0.2449703,0.001376469],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4652162,0.001280355,0.4826774,0.005207233,0.0007925652,0.02418999,0.001570366,0.008722853,0.01034304],"genre_scores_gemma":[0.2552436,0.0005463309,0.7345755,0.0006560668,0.00008962843,0.005268482,0.001454788,0.0002217278,0.001943849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02776876,"threshold_uncertainty_score":0.146857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08222290617126442,"score_gpt":0.4558583816806417,"score_spread":0.3736354755093773,"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."}}