{"id":"W3211096944","doi":"10.1101/2021.10.23.21265418","title":"Interoperability in NHS Acute Trusts within England: a Situation and Capability Analysis using Freedom of Information requests","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Interoperability; Cross-domain interoperability; Maturity (psychological); Business; Project commissioning; Purchasing; Freedom of information; Semantic interoperability; Publishing; Computer science; Political science; World Wide Web; Marketing; Law","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":[0.02683653,0.0002496102,0.0005383598,0.007374407,0.003077242,0.007917544,0.001050435,0.001201194,0.004931469],"category_scores_gemma":[0.08619389,0.0004559817,0.0006241183,0.01138328,0.003762987,0.01053182,0.007594137,0.001512006,0.000414401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01567061,"about_ca_system_score_gemma":0.007883648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1104469,"about_ca_topic_score_gemma":0.07192574,"domain_scores_codex":[0.9644287,0.01858042,0.005154213,0.001645618,0.005862849,0.004328367],"domain_scores_gemma":[0.8066882,0.1051803,0.04971834,0.005308908,0.02255666,0.01054756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003064427,0.000193117,0.8097685,0.0003328854,0.00007313429,0.001451284,0.158393,0.0007290581,0.0002742924,0.01003556,0.001977471,0.01646518],"study_design_scores_gemma":[0.00002834337,0.0003607073,0.5884349,0.0004604833,0.00003555272,0.0006652256,0.39648,0.003096253,0.0002248476,0.002087005,0.008000637,0.0001261086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917176,0.0002235132,0.000364069,0.002175717,0.000005882254,0.00006928679,0.0003435624,0.000008180014,0.005092087],"genre_scores_gemma":[0.9992006,0.0001218658,0.0001858432,0.00007075405,0.000004370692,0.00003617867,0.00009957416,0.000002805014,0.0002779702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1104469,"threshold_uncertainty_score":0.2196081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04983970880401959,"score_gpt":0.4005514513680741,"score_spread":0.3507117425640545,"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."}}