{"id":"W2148687890","doi":"10.1136/bmjqs-2011-000692","title":"What stops hospital clinical staff from following protocols? An analysis of the incidence and factors behind the failure of bedside clinical staff to activate the rapid response system in a multi-campus Australian metropolitan healthcare service","year":2012,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":244,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Rapid response team; Incidence (geometry); Population; Audit; Patient safety; Health care; Acute care; Transitional care; Nursing; Medical emergency; Family medicine; Emergency medicine","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":[0.01309823,0.0003495393,0.001556944,0.0001289348,0.0002201051,0.00005925995,0.0005000731,0.0002935024,0.00002276197],"category_scores_gemma":[0.002595731,0.0001719415,0.0007956877,0.0008774658,0.0002513475,0.0004248713,0.0002813649,0.0006027018,0.000001929841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005201676,"about_ca_system_score_gemma":0.0003746662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01692273,"about_ca_topic_score_gemma":0.01832296,"domain_scores_codex":[0.9875093,0.007664108,0.0028326,0.0006054594,0.0008891752,0.0004993504],"domain_scores_gemma":[0.9908431,0.005640614,0.001065863,0.001738911,0.0002589938,0.0004525658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002536835,0.001870793,0.9743801,0.0001121076,0.001544787,0.000006387496,0.0178062,0.00001254033,0.00007361446,0.00009664729,0.00002583356,0.001534086],"study_design_scores_gemma":[0.001917479,0.0008562125,0.8055381,0.0006838443,0.001058117,0.000001039375,0.1892943,0.00006724236,0.000273799,0.000005968498,0.0001544519,0.0001495142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651845,0.0001538423,0.00002061948,0.02066011,0.0002835975,0.01339361,0.0002793273,0.00002237132,0.000001992441],"genre_scores_gemma":[0.9978088,0.00002787322,0.0004019288,0.0004627953,0.0001038059,0.001114618,0.00004413789,0.00002646627,0.000009566444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1714881,"threshold_uncertainty_score":0.9995901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2448975459470898,"score_gpt":0.5195397788265945,"score_spread":0.2746422328795047,"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."}}