{"id":"W7133598865","doi":"10.1109/prai67447.2025.11412538","title":"Third-Party Privacy Data Leak Analysis on Ontario Hospital Websites","year":2025,"lang":"","type":"article","venue":"","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algoma University; University of Guelph","funders":"","keywords":"Patient privacy; Information privacy; Confidentiality; Data collection; Government (linguistics); Work (physics); Leak","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002170411,0.0004948819,0.0007907964,0.0007047057,0.002002608,0.001135487,0.005283961,0.0004862106,0.008541322],"category_scores_gemma":[0.001993913,0.0004659864,0.0004066775,0.004254044,0.0005462224,0.002362571,0.004889939,0.0009118327,0.00124284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008320359,"about_ca_system_score_gemma":0.001655749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3989304,"about_ca_topic_score_gemma":0.8135279,"domain_scores_codex":[0.9947777,0.0005082582,0.0008241339,0.00189425,0.001068313,0.0009273772],"domain_scores_gemma":[0.9943101,0.0003676555,0.0003234353,0.004485592,0.0002115894,0.0003016399],"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":[0.0003493466,0.003968865,0.2476968,0.0001253757,0.006609074,0.00002863648,0.03923045,0.00005260749,0.00005595947,0.08463992,0.602671,0.01457196],"study_design_scores_gemma":[0.0008645294,0.000403409,0.09581459,0.00008902741,0.003011581,2.785173e-7,0.005496482,0.002658661,0.0002560805,0.01958297,0.8708634,0.0009590383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3055872,0.001441547,0.01229657,0.04000917,0.006643682,0.002679274,0.0008585615,0.0006481762,0.6298358],"genre_scores_gemma":[0.9515659,0.0007258739,0.0006804682,0.001014932,0.0004671778,0.00002444764,0.0006974997,0.00001457077,0.04480913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6459786,"threshold_uncertainty_score":0.9999014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03598025049035283,"score_gpt":0.3170102325005942,"score_spread":0.2810299820102414,"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."}}