{"id":"W3009034050","doi":"10.1016/s2589-7500(20)30030-3","title":"Canadian digital health data breaches: time for reform","year":2020,"lang":"en","type":"article","venue":"The Lancet Digital Health","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data breach; Business; Internet privacy; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002958325,0.000170441,0.0006943507,0.00004525038,0.0002691847,0.0002433835,0.001156505,0.0001353422,0.00003724427],"category_scores_gemma":[0.006089716,0.0001129732,0.00008379712,0.0002766874,0.0001949259,0.0003908085,0.0003815732,0.001299597,0.0005265683],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007717497,"about_ca_system_score_gemma":0.007879956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02551389,"about_ca_topic_score_gemma":0.03484249,"domain_scores_codex":[0.9969772,0.00004166792,0.000599597,0.0005577424,0.0006697639,0.001153995],"domain_scores_gemma":[0.9938866,0.002322782,0.0001509548,0.001560549,0.0001507147,0.00192834],"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":[0.001385667,0.0002577919,0.005482914,0.003942825,0.0001914231,0.00003175975,0.003051538,0.000001738096,0.000002019693,0.01506953,0.6153405,0.3552423],"study_design_scores_gemma":[0.003799094,0.004380009,0.004009005,0.0008601208,0.00001610291,0.00008243538,0.001460439,0.003697298,0.000005107049,0.02990055,0.9513857,0.0004040975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003527696,0.000619716,0.0001898372,0.9386581,0.00009247051,0.001530221,0.008105,0.0001589349,0.04711806],"genre_scores_gemma":[0.8400933,0.0005394027,0.0006409547,0.1468943,0.00235131,0.00002775384,0.004085321,0.0000848968,0.005282857],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8365656,"threshold_uncertainty_score":0.9977444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6362685250384328,"score_gpt":0.5708460610450766,"score_spread":0.06542246399335616,"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."}}