{"id":"W4366978976","doi":"10.1109/icscds56580.2023.10104832","title":"Role of Blockchain Technology in Healthcare","year":2023,"lang":"en","type":"article","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Blockchain; Interoperability; Automation; Health care; Supply chain; Computer science; Internet of Things; Computer security; Process management; Business; Engineering management; Knowledge management; Data science; Engineering; World Wide Web; Marketing; Economics","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":[0.003192049,0.0002798956,0.0002920063,0.0009027386,0.0009525701,0.003939306,0.0006095939,0.002044326,0.007861704],"category_scores_gemma":[0.005651207,0.0001479904,0.0002151516,0.001174713,0.002290179,0.004694652,0.002147446,0.00149349,0.001407764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002095907,"about_ca_system_score_gemma":0.002991549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001254781,"about_ca_topic_score_gemma":0.0007360139,"domain_scores_codex":[0.9977239,0.001231065,0.0000844193,0.0002295525,0.0005613612,0.0001696988],"domain_scores_gemma":[0.9958388,0.002645706,0.0002612031,0.0003785341,0.0005266705,0.0003491782],"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":[0.00006919287,0.00003962544,0.00117906,0.0003706081,0.00002032845,0.0003569933,0.0005121467,0.004095378,0.0009498604,0.8578947,0.01031506,0.124197],"study_design_scores_gemma":[0.00003391847,0.0001392985,0.000904691,0.001091489,0.00001963491,0.0006591256,0.0005660456,0.01466854,0.001885435,0.6856689,0.2943152,0.00004773547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05737571,0.1786329,0.133602,0.1621926,0.00397382,0.00030272,0.0003248685,0.0004473506,0.4631481],"genre_scores_gemma":[0.8392419,0.09667478,0.02141678,0.004625271,0.001908137,0.0001945903,0.0001448066,0.0000490466,0.03574465],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007861704,"threshold_uncertainty_score":0.02630001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008586488094017295,"score_gpt":0.2494887580267903,"score_spread":0.240902269932773,"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."}}