{"id":"W4386305649","doi":"10.1177/08404704231196138","title":"Enhancing patient safety: A national standard for cyber resiliency in healthcare","year":2023,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance; CARE Canada","funders":"Public Safety Canada","keywords":"Health care; Patient safety; Medical emergency; Business; Medicine; Nursing; Computer security; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.06394203,0.001110599,0.0009791795,0.002937367,0.006930429,0.01037558,0.00494951,0.01420612,0.005389041],"category_scores_gemma":[0.05704421,0.001082959,0.001987804,0.001971254,0.007529699,0.005755748,0.01104972,0.02073995,0.003961986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02492166,"about_ca_system_score_gemma":0.1588182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1554647,"about_ca_topic_score_gemma":0.1985575,"domain_scores_codex":[0.9409286,0.01110627,0.00749322,0.002369209,0.03260682,0.005495877],"domain_scores_gemma":[0.8961189,0.01548789,0.004349855,0.009209056,0.06131849,0.01351577],"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":[0.000141247,0.000652204,0.006662125,0.0008205192,0.00007007247,0.000500115,0.003149212,0.001960012,0.003154259,0.2318007,0.5818878,0.1692018],"study_design_scores_gemma":[0.0000619274,0.0002733678,0.01015036,0.001665819,0.00006621586,0.0004919322,0.001717564,0.001913063,0.002387288,0.02520028,0.9558631,0.0002091549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01323267,0.00784642,0.1614628,0.5036668,0.02014903,0.002756549,0.001849678,0.003822916,0.2852131],"genre_scores_gemma":[0.1519447,0.009660723,0.3862735,0.2493279,0.003444501,0.003811973,0.007265648,0.001191306,0.1870799],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1554647,"threshold_uncertainty_score":0.3381618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04627669570775313,"score_gpt":0.4172938566295998,"score_spread":0.3710171609218467,"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."}}