{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002047692,0.0000534805,0.0001151473,0.000630093,0.00003236917,0.000003607348,0.0007158164,0.00015271,0.000003053137],"category_scores_gemma":[0.00001937305,0.000051615,0.00001822971,0.00301814,0.00006465874,0.00001784956,0.0003047706,0.000141873,0.00004624647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000124962,"about_ca_system_score_gemma":0.00003008834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001387048,"about_ca_topic_score_gemma":0.0001511446,"domain_scores_codex":[0.9993254,0.0000139011,0.0001752562,0.000216833,0.00007154748,0.0001970873],"domain_scores_gemma":[0.9993205,0.00002884122,0.00003832312,0.0005543682,0.00003756414,0.00002037803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[2.994489e-7,0.00002293595,0.005517901,0.000004038223,0.000001341253,0.000001633529,0.00007446837,0.00001236005,0.002105036,0.9548742,0.00007844761,0.03730736],"study_design_scores_gemma":[0.0001352665,0.00004110803,0.005698195,0.000006436446,3.956642e-7,0.000005994682,0.0002011744,0.06932089,0.02236024,0.9008213,0.001327279,0.00008166893],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8954713,0.000392623,0.0118708,0.08882773,0.00004139523,0.0002804835,0.000002309928,0.001764412,0.00134889],"genre_scores_gemma":[0.9921042,0.00001851227,0.007654153,0.0001016539,0.000002886367,0.00005587831,5.588565e-7,0.000002848254,0.00005931178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09663284,"threshold_uncertainty_score":0.2104799,"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."}}