{"id":"W2253088421","doi":"10.4018/978-1-61520-733-6.ch012","title":"New Technology and Implications for Healthcare and Public Health","year":2010,"lang":"en","type":"book-chapter","venue":"Advances in healthcare information systems and administration book series","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Confidentiality; Linkage (software); Record linkage; Health care; Probabilistic logic; Medical record; Public health; Bridge (graph theory); Data science; Computer science; Business; Internet privacy; Knowledge management; Medicine; Computer security; Political science; Nursing; Population; Environmental health; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001823099,0.0003099363,0.0006585313,0.0009747461,0.0005644297,0.0007672797,0.0002608609,0.0004245822,0.000009295344],"category_scores_gemma":[0.0004162084,0.0002827153,0.00003649866,0.0001899196,0.000275376,0.006139646,0.0001451211,0.0003657978,0.000007427363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008107951,"about_ca_system_score_gemma":0.0008719877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001697424,"about_ca_topic_score_gemma":0.004767151,"domain_scores_codex":[0.9966351,0.0000632513,0.002011331,0.0005038806,0.0004334854,0.0003529819],"domain_scores_gemma":[0.9967375,0.0003276661,0.001453239,0.0005586629,0.0005253871,0.0003975258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001865576,0.000002601538,0.0004039754,0.0006152182,0.000004448256,1.843054e-7,0.0003700716,3.591802e-7,1.550602e-7,0.7534711,0.000539931,0.2445733],"study_design_scores_gemma":[0.0002422025,0.0004050409,0.0004161586,0.0001636448,0.000003116071,0.00006599071,0.002054329,0.00000836727,8.457754e-7,0.1316708,0.8647616,0.0002079334],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.000163173,0.1228105,0.05463783,0.7847909,0.002116405,0.008608134,0.004521247,0.0003300649,0.02202182],"genre_scores_gemma":[0.2509989,0.4227057,0.05290807,0.03858912,0.001639144,0.00335487,0.007567308,0.0002373059,0.2219996],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8642217,"threshold_uncertainty_score":0.9999625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069485275023866,"score_gpt":0.4097235945467776,"score_spread":0.3027750670443911,"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."}}