{"id":"W4296078747","doi":"10.12927/hcq.2022.26885","title":"Reducing Hospital Harm: Establishing a Command Centre to Foster Situational Awareness","year":2022,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Disaster Response and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm; Situational ethics; Situation awareness; Medical emergency; Medicine; Patient safety; Situation analysis; Identification (biology); Nursing; Psychology; Business; Health care; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0121022,0.0005990189,0.0002611764,0.00182887,0.004711124,0.005589514,0.002576235,0.001488085,0.006284873],"category_scores_gemma":[0.02239235,0.0005053679,0.0006243691,0.0007490262,0.002884979,0.003952072,0.0152157,0.003993302,0.001675126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005220304,"about_ca_system_score_gemma":0.0525325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01238763,"about_ca_topic_score_gemma":0.0258644,"domain_scores_codex":[0.9908671,0.004409851,0.0003898237,0.0004892885,0.001827786,0.002016053],"domain_scores_gemma":[0.9755133,0.002694484,0.001975341,0.00204068,0.004545713,0.01323052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005263513,0.004727607,0.09402955,0.001274478,0.0001963635,0.001872561,0.04109098,0.009489854,0.009916442,0.02878568,0.1946359,0.6134542],"study_design_scores_gemma":[0.0004772679,0.007531722,0.2305313,0.003014324,0.0002144537,0.002290028,0.1592596,0.02036298,0.01393663,0.02885273,0.5328741,0.0006548417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5282869,0.001738371,0.151852,0.1530651,0.004045836,0.008043306,0.000596832,0.005723004,0.1466487],"genre_scores_gemma":[0.8421437,0.0008687631,0.1312946,0.01086408,0.000425689,0.001586352,0.0004048502,0.000186832,0.01222502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01238763,"threshold_uncertainty_score":0.06400335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05561937090156922,"score_gpt":0.3885271534192344,"score_spread":0.3329077825176652,"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."}}