{"id":"W3107355866","doi":"10.1136/bmjhci-2020-100217","title":"Future of blockchain in healthcare: potential to improve the accessibility, security and interoperability of electronic health records","year":2020,"lang":"en","type":"article","venue":"BMJ Health & Care Informatics","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Interoperability; Blockchain; Health records; Electronic health record; Health care; Medical record; Healthcare system; Business; Computer security; Internet privacy; Electronic records; Medical emergency; Computer science; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001826582,0.0001756998,0.0005380206,0.000114976,0.0001575792,0.00002720638,0.001081898,0.0001486272,0.000001339347],"category_scores_gemma":[0.00009333855,0.000137984,0.00006317733,0.0009322018,0.0001263147,0.0001263413,0.0007273465,0.0006803722,0.000001030357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002568088,"about_ca_system_score_gemma":0.001358075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001304929,"about_ca_topic_score_gemma":0.002048812,"domain_scores_codex":[0.9970897,0.0002434511,0.001562145,0.0002876859,0.0003041738,0.0005128538],"domain_scores_gemma":[0.997807,0.00006903044,0.0006915985,0.0009370603,0.0002550338,0.0002402792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001493842,0.0002335807,0.007534834,0.007745964,0.00003201693,8.756102e-7,0.2493044,0.0001447566,0.00001755098,0.09620565,0.001473865,0.6371571],"study_design_scores_gemma":[0.007466553,0.02163246,0.06573448,0.001052058,0.00003822088,0.0001476302,0.1419626,0.6515709,0.002989784,0.07674079,0.02819026,0.002474245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7150276,0.002088587,0.03043325,0.2492548,0.0001947221,0.002807662,0.00007537185,0.00009644979,0.0000216155],"genre_scores_gemma":[0.981721,0.0001993914,0.007697116,0.01023491,0.00005051054,0.0000850292,0.000005343865,0.000006303291,3.602825e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6514261,"threshold_uncertainty_score":0.5626825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009283274764390694,"score_gpt":0.2986966716575247,"score_spread":0.2894133968931341,"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."}}