{"id":"W4391249950","doi":"10.1109/icacrs58579.2023.10405017","title":"Applications of Blockchain Technology for Secure Transaction of Electronic Health Records","year":2023,"lang":"en","type":"article","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sault College","funders":"","keywords":"Blockchain; Database transaction; Computer security; Health records; Computer science; Transaction processing; Electronic health record; Internet privacy; Cryptography; Database; Health care; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002252273,0.0004034046,0.000468067,0.0009050842,0.00117705,0.002018158,0.0009109036,0.001102569,0.006186962],"category_scores_gemma":[0.004125884,0.0003465751,0.0004529734,0.001474858,0.0008388298,0.003193262,0.002781412,0.001123508,0.001853676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006603971,"about_ca_system_score_gemma":0.001552442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009980472,"about_ca_topic_score_gemma":0.0007700359,"domain_scores_codex":[0.9970349,0.001152018,0.0002504385,0.0002887823,0.001000058,0.0002738671],"domain_scores_gemma":[0.9976447,0.001016659,0.0001810026,0.0006125262,0.0003867347,0.0001583108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001061487,0.0004144261,0.003700843,0.001108075,0.0001348069,0.002762971,0.001731992,0.08239599,0.04627814,0.3480726,0.01892859,0.49341],"study_design_scores_gemma":[0.0003553676,0.0006044076,0.001036519,0.0003686206,0.00009332444,0.001875808,0.0004009773,0.542595,0.05246205,0.2290661,0.1710209,0.0001207619],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04532075,0.002897248,0.9133359,0.00188007,0.0004828713,0.0007039199,0.0002754537,0.00248298,0.03262079],"genre_scores_gemma":[0.8229141,0.003686634,0.1512487,0.0003209228,0.0002275903,0.0006474259,0.000597753,0.0001857782,0.02017104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006186962,"threshold_uncertainty_score":0.02069747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008296677589262702,"score_gpt":0.266628408555144,"score_spread":0.2583317309658812,"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."}}