{"id":"W2140174583","doi":"10.2196/mhealth.2654","title":"Regulatory Barriers Blocking Standardization of Interoperability","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chongqing University","keywords":"Interoperability; Standardization; Business; Workgroup; Health care; Alliance; Marketing; Public relations; Knowledge management; Computer science; Political science; Economics; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2326918,0.0007566062,0.0009617942,0.004640139,0.006724257,0.02189041,0.006261277,0.01356931,0.008748787],"category_scores_gemma":[0.334704,0.00159123,0.002505304,0.003849166,0.01754047,0.01611971,0.01379917,0.02325577,0.002267589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01513264,"about_ca_system_score_gemma":0.06916855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02091852,"about_ca_topic_score_gemma":0.009959746,"domain_scores_codex":[0.7302591,0.09796432,0.02802741,0.01795459,0.1093291,0.01646536],"domain_scores_gemma":[0.4142326,0.3842571,0.0302586,0.04389446,0.1154498,0.01190746],"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":[0.00005575156,0.0001660003,0.003859158,0.0005178834,0.00004220555,0.0003444899,0.007228001,0.0007083603,0.001530843,0.8757806,0.0481125,0.06165414],"study_design_scores_gemma":[0.000105068,0.0002021414,0.007866421,0.003601617,0.00007911667,0.0005919934,0.01097641,0.001928431,0.003196155,0.2430084,0.7282582,0.0001861244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04857693,0.009054796,0.0671616,0.570051,0.004631283,0.001161641,0.0003386582,0.0009102319,0.2981139],"genre_scores_gemma":[0.6866536,0.007691239,0.04574761,0.2164902,0.00327276,0.002023333,0.0006168867,0.000769139,0.03673531],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2326918,"threshold_uncertainty_score":0.9462276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1013144889890935,"score_gpt":0.4701635214768963,"score_spread":0.3688490324878028,"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."}}