{"id":"W7134238665","doi":"10.5281/zenodo.18916589","title":"Data Protection and Privacy Compliance for Digital Health Tools in Kenya: A Practical Guide for Implementers","year":2024,"lang":"en","type":"report","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Redlen Technologies (Canada)","funders":"","keywords":"Data Protection Act 1998; Data security; Digital health; Information privacy; General Data Protection Regulation; Vendor; Public health; Health care; Data integrity","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":[0.07700452,0.001653909,0.001228831,0.005162583,0.009092316,0.010303,0.004926013,0.01049913,0.03507829],"category_scores_gemma":[0.08723729,0.002865809,0.001269008,0.004892391,0.006293772,0.02339923,0.01237909,0.01162307,0.02860852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007129828,"about_ca_system_score_gemma":0.04385875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01456265,"about_ca_topic_score_gemma":0.02853509,"domain_scores_codex":[0.941458,0.03488668,0.008886172,0.001922323,0.01006042,0.002786364],"domain_scores_gemma":[0.9328318,0.03797904,0.00459682,0.006355059,0.01426763,0.003969843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000064657,0.0004853319,0.002737175,0.002707045,0.00001989625,0.001869247,0.03852501,0.0007262327,0.004742092,0.05400259,0.4434389,0.4506819],"study_design_scores_gemma":[0.00002694129,0.00009021332,0.001394765,0.003510264,0.000008681462,0.0006924822,0.007328663,0.0004027702,0.0008540273,0.009862367,0.975743,0.00008584948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00901332,0.02115867,0.3937957,0.3014413,0.002565389,0.03549101,0.007715842,0.008918481,0.2199003],"genre_scores_gemma":[0.0237425,0.02220484,0.8176686,0.0321169,0.0004707047,0.01961659,0.004631804,0.001551503,0.07799647],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07700452,"threshold_uncertainty_score":0.4072437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5989877316574047,"score_gpt":0.5585487846257665,"score_spread":0.04043894703163819,"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."}}