{"id":"W4404118123","doi":"10.1177/20552076241296578","title":"Ethical considerations of public health surveillance in the age of the internet of things technologies: A perspective","year":2024,"lang":"en","type":"article","venue":"Digital Health","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Waterloo; Conestoga College","funders":"","keywords":"Perspective (graphical); Internet of Things; Public health; Health surveillance; Internet privacy; The Internet; Ethical issues; Public health surveillance; Engineering ethics; Sociology; Public relations; Environmental health; Political science; Medicine; Computer science; Engineering; World Wide Web; Nursing","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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008111628,0.00007691207,0.0003849209,0.000140049,0.00003410049,0.00003745599,0.0002901941,0.0002380931,0.00000846268],"category_scores_gemma":[0.04169669,0.00004199955,0.0001103044,0.0006892779,0.001230032,0.00007654037,0.0001811066,0.002878574,0.000002393956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002330991,"about_ca_system_score_gemma":0.003609732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103379,"about_ca_topic_score_gemma":0.001281247,"domain_scores_codex":[0.997569,0.0003706983,0.0007553998,0.0002374134,0.0007967204,0.0002707337],"domain_scores_gemma":[0.9851981,0.01364909,0.0001725627,0.0005255407,0.00039756,0.00005713303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002568012,0.0002939654,0.01465116,0.001792406,0.00003653884,0.00001091,0.02327188,4.112729e-7,0.00001430223,0.9538778,0.001342416,0.004682529],"study_design_scores_gemma":[0.001054261,0.003675448,0.07421881,0.004990218,0.000005799523,0.0000907877,0.05551597,0.0007465295,0.0002534612,0.8559976,0.003294983,0.0001561817],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1268099,0.003581393,0.0005750533,0.8538646,0.0001345204,0.001140609,0.0001164617,0.00008217497,0.01369534],"genre_scores_gemma":[0.995944,0.0004437336,0.0001663876,0.003264269,0.00001076929,0.00001122925,0.000006669015,0.000009142769,0.0001438153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8691341,"threshold_uncertainty_score":0.9994218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4224726330958285,"score_gpt":0.5665160854651593,"score_spread":0.1440434523693308,"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."}}