{"id":"W4213435147","doi":"10.1177/08465371221081549","title":"Lessons Learned from a Cyberattack on the Healthcare System of Newfoundland and Labrador: A Radiology Perspective","year":2022,"lang":"en","type":"letter","venue":"Canadian Association of Radiologists Journal","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Perspective (graphical); Healthcare system; Health care; Radiology; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001115156,0.0002534112,0.001052542,0.0003866502,0.0003018842,0.00002996702,0.0002596774,0.0008231914,0.0002404818],"category_scores_gemma":[0.001036225,0.0001825476,0.0002665526,0.0001691655,0.0001570944,0.0000283212,0.00002783264,0.003108207,0.000002045133],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008969638,"about_ca_system_score_gemma":0.001750111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1094906,"about_ca_topic_score_gemma":0.03521063,"domain_scores_codex":[0.9972764,0.0009943106,0.0005828452,0.0003122247,0.0004014511,0.0004327382],"domain_scores_gemma":[0.9966179,0.001038121,0.001457512,0.0003063779,0.0003700922,0.0002100591],"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":[0.00009159731,0.00001055486,0.03039486,0.000089958,0.0008228365,0.0006548556,0.001273815,0.000005514175,0.00001134643,0.006575206,0.9594594,0.0006100843],"study_design_scores_gemma":[0.002169278,0.001857427,0.105203,0.000626348,0.0006057126,0.002352954,0.004639555,0.00006091497,0.000009927334,0.00294134,0.8790657,0.0004678282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01329803,0.001522541,0.00003045331,0.9814013,0.000505605,0.0004407534,0.001078786,0.0000270891,0.001695426],"genre_scores_gemma":[0.6069643,0.00251815,0.0004409637,0.3807576,0.003556317,0.00004911507,0.0004730262,0.00009826098,0.005142146],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6006437,"threshold_uncertainty_score":0.9991916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04735190201810775,"score_gpt":0.3139335287158672,"score_spread":0.2665816266977594,"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."}}