{"id":"W2482920623","doi":"10.4018/978-1-4666-8111-8.ch056","title":"A Multi-Tiered Perspective on Healthcare Interoperability","year":2015,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Interoperability; Health care; Semantic interoperability; Cross-domain interoperability; Healthcare delivery; Knowledge management; Process management; Computer science; Domain (mathematical analysis); Process (computing); Business; World Wide Web; Political science","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":[0.004299586,0.0007711466,0.0005011678,0.002523531,0.002237509,0.00895437,0.001549614,0.0030839,0.006569544],"category_scores_gemma":[0.002421244,0.0005306668,0.001228131,0.003914731,0.01054463,0.01172523,0.004648092,0.005128792,0.001610695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007088451,"about_ca_system_score_gemma":0.004049123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005295394,"about_ca_topic_score_gemma":0.003702648,"domain_scores_codex":[0.9959164,0.002071631,0.000254858,0.0003892599,0.000945109,0.0004226668],"domain_scores_gemma":[0.998323,0.001074983,0.00008122092,0.0001864508,0.0001967987,0.0001374957],"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":[0.000001808944,0.000003525689,0.00003632921,0.00003675945,0.000003113707,0.00004065859,0.0007704251,0.000251199,0.00008286224,0.9924012,0.002038452,0.004333539],"study_design_scores_gemma":[0.000004024284,0.00001497893,0.0002225354,0.0002533448,0.000008673201,0.0002801636,0.0009867601,0.001650235,0.0001776501,0.8124276,0.1839593,0.00001455562],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005091808,0.04606979,0.226086,0.03569599,0.001247796,0.0001494798,0.0001920241,0.0002992181,0.685168],"genre_scores_gemma":[0.5376874,0.06427673,0.2269761,0.01680086,0.002112138,0.0006334523,0.0005512772,0.0003479336,0.1506142],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00895437,"threshold_uncertainty_score":0.05143058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1512582629721869,"score_gpt":0.4566685241861074,"score_spread":0.3054102612139205,"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."}}