{"id":"W4321204520","doi":"10.12927/hcq.2023.27019","title":"Cybersecurity: Guiding Principles and Risk Management Advice for Healthcare Boards, Senior Leaders and Risk Managers","year":2023,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Information and Cyber Security","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk management; Health care; Business; Best practice; Public relations; Senior management; Identification (biology); Management; Political science; Finance","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":[0.02900955,0.002448994,0.001380232,0.003079791,0.004423157,0.009417579,0.003749303,0.01095482,0.004995973],"category_scores_gemma":[0.03999757,0.001449942,0.0008287979,0.00154407,0.006047287,0.008838612,0.007060097,0.01224753,0.005088255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004499057,"about_ca_system_score_gemma":0.02224234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004260233,"about_ca_topic_score_gemma":0.01254822,"domain_scores_codex":[0.9857312,0.008897256,0.0009592144,0.0004347845,0.003241825,0.0007356856],"domain_scores_gemma":[0.9670492,0.01579382,0.002321691,0.0009643934,0.008433335,0.005437716],"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":[0.00007822318,0.001189011,0.00472093,0.001940708,0.00005155047,0.001162678,0.01585308,0.004951773,0.001481768,0.05675993,0.5749545,0.3368559],"study_design_scores_gemma":[0.0002337679,0.0003993316,0.003852727,0.009388889,0.0000649345,0.00153468,0.03510525,0.006484419,0.00112016,0.2425222,0.6990282,0.0002655042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006948152,0.01830333,0.1243192,0.8064047,0.003496782,0.001479884,0.0002267379,0.001727783,0.03709358],"genre_scores_gemma":[0.09598564,0.0354551,0.7503133,0.08661031,0.002542307,0.003133076,0.0004724772,0.0003917276,0.02509617],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02900955,"threshold_uncertainty_score":0.153419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03350030432561239,"score_gpt":0.292120947924844,"score_spread":0.2586206435992316,"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."}}