{"id":"W4386725591","doi":"10.1177/08404704231194572","title":"A cybersecurity odyssey: Between Scylla and Charybdis","year":2023,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Limelight; Health care; Economic shortage; Coronavirus disease 2019 (COVID-19); Business; Pandemic; Public relations; Scale (ratio); Political science; Engineering; Law; Medicine; Geography","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":[0.006855628,0.0009800297,0.0008807279,0.001704004,0.02282544,0.01085155,0.001135058,0.007141954,0.008169278],"category_scores_gemma":[0.01127567,0.0005981899,0.0006654733,0.0008381152,0.01793401,0.01411548,0.01104189,0.03056974,0.001946266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005632922,"about_ca_system_score_gemma":0.01083887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01506517,"about_ca_topic_score_gemma":0.02764556,"domain_scores_codex":[0.9951532,0.002165508,0.0001134598,0.0005314198,0.0009492887,0.00108719],"domain_scores_gemma":[0.9873047,0.003186267,0.0005162006,0.0003681975,0.001336124,0.007288479],"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":[0.00009532124,0.0001468019,0.001351973,0.0001719876,0.0000229251,0.001274166,0.06750668,0.00004508105,0.0004890261,0.03666831,0.8477628,0.04446486],"study_design_scores_gemma":[0.00002104514,0.0001022958,0.001547168,0.0008704688,0.000008286575,0.001385773,0.1101856,0.00009102695,0.0001538925,0.01787383,0.8676912,0.00006929602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006651392,0.01170069,0.0004569841,0.9545648,0.01912979,0.00001106947,0.00002137862,0.00005461102,0.00740925],"genre_scores_gemma":[0.1888503,0.02531389,0.001651982,0.7214243,0.0171902,0.00007793325,0.00004045916,0.0003346634,0.04511638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02282544,"threshold_uncertainty_score":0.04086989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06967582129418823,"score_gpt":0.4323022046144147,"score_spread":0.3626263833202265,"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."}}