{"id":"W3173191210","doi":"10.1109/csci51800.2020.00218","title":"Blockchain Application in Healthcare","year":2020,"lang":"en","type":"article","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Interoperability; Workflow; Computer science; Health care; Blockchain; Transparency (behavior); Computer security; Key (lock); Immutability; Decentralization; World Wide Web; Database","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":[0.001190077,0.0002871102,0.0003405494,0.0005657845,0.0007021319,0.001365026,0.0006829727,0.001217375,0.01768539],"category_scores_gemma":[0.002395085,0.0001735746,0.0002660349,0.001009939,0.0003967414,0.00186589,0.001939953,0.0007758182,0.00437204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000551616,"about_ca_system_score_gemma":0.001491394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002053531,"about_ca_topic_score_gemma":0.001757855,"domain_scores_codex":[0.9991674,0.0003112588,0.0000679088,0.0000866125,0.0002667077,0.0001001315],"domain_scores_gemma":[0.9992755,0.0002838272,0.00004128825,0.0001354644,0.0001576077,0.000106261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001328838,0.0004113853,0.004625576,0.001058916,0.00007737215,0.002696692,0.000917637,0.06440224,0.01695573,0.1861588,0.0802806,0.6410862],"study_design_scores_gemma":[0.0002951273,0.0003218284,0.001861518,0.0003906829,0.00005865399,0.001663349,0.0003783026,0.4023637,0.01779727,0.138871,0.4359103,0.00008841373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.07105614,0.007616296,0.7062085,0.0078953,0.001810026,0.001399292,0.001563111,0.01279656,0.1896548],"genre_scores_gemma":[0.7676553,0.006009332,0.1390347,0.0009872875,0.0003561814,0.0006545944,0.001602561,0.0004513978,0.08324865],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01768539,"threshold_uncertainty_score":0.05916351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423706207162779,"score_gpt":0.2461949030759495,"score_spread":0.2319578410043217,"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."}}