{"id":"W2470193279","doi":"10.1017/cem.2016.234","title":"P058: Improving patient safety and streamlining care at a community hospital through spread and scale of a trauma care bundle: a quality improvement pilot project","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"PDCA; Medicine; Quality management; Health care; Psychological intervention; Medical emergency; Patient safety; Scale (ratio); Audit; Nursing; Emergency medicine; Operations management; Management system","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":[0.01820466,0.001512331,0.000793085,0.001232864,0.003809384,0.002466263,0.003859215,0.002959633,0.008439312],"category_scores_gemma":[0.02703249,0.001098721,0.001591258,0.001097649,0.002482961,0.0028366,0.004415577,0.004213029,0.00130037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004998081,"about_ca_system_score_gemma":0.03703993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0296043,"about_ca_topic_score_gemma":0.02966375,"domain_scores_codex":[0.9876984,0.006711952,0.000780315,0.0009147848,0.001740332,0.002154107],"domain_scores_gemma":[0.9580921,0.008071429,0.003185927,0.004387733,0.007147065,0.01911587],"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":[0.04896985,0.376417,0.08671844,0.001368925,0.0007491165,0.001338053,0.007601395,0.008061077,0.02135687,0.00167675,0.02204088,0.4237016],"study_design_scores_gemma":[0.07481438,0.5079248,0.3646855,0.0003573088,0.0007993696,0.0007273628,0.007600692,0.01365155,0.01349921,0.00134187,0.01429553,0.0003024259],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712291,0.00005406348,0.003952602,0.003379074,0.0002239062,0.01658321,0.0009772319,0.0006235972,0.002977318],"genre_scores_gemma":[0.9154797,0.0002034628,0.05721278,0.002246073,0.0002960143,0.01855801,0.002023053,0.0001945822,0.003786353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0296043,"threshold_uncertainty_score":0.09627658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07743020868366508,"score_gpt":0.3446993794935685,"score_spread":0.2672691708099034,"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."}}