{"id":"W4388098718","doi":"10.3390/sci5040041","title":"Privacy and Security of Blockchain in Healthcare: Applications, Challenges, and Future Perspectives","year":2023,"lang":"en","type":"article","venue":"Sci","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Canada West","funders":"","keywords":"Blockchain; Health care; Computer security; Information privacy; Computer science; State (computer science); Internet privacy; Business; Political science; Law","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":[0.0003797041,0.00007637258,0.0001344373,0.0001979583,0.00007809848,0.00001097483,0.0003237677,0.0001096609,6.387208e-7],"category_scores_gemma":[0.00001111511,0.00007582304,0.00001304958,0.0006239568,0.0001357849,0.00004437242,0.0002952992,0.00016624,0.000002575463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001496384,"about_ca_system_score_gemma":0.00002736325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004143434,"about_ca_topic_score_gemma":0.00008033664,"domain_scores_codex":[0.999202,0.00003926577,0.0001396688,0.0003706125,0.00009029021,0.0001581449],"domain_scores_gemma":[0.9993569,0.00004846179,0.00005234711,0.0004504879,0.00004389547,0.00004792964],"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":[0.000001083276,0.00003587074,0.0005472957,0.00004442908,0.000003112119,9.877286e-7,0.005664084,2.203585e-7,0.00002777414,0.8730716,0.00003795634,0.1205656],"study_design_scores_gemma":[0.0004965227,0.00008343071,0.08502214,0.0000216961,0.000003251872,0.00002390765,0.004460392,0.0074978,0.0002353309,0.8681194,0.03379654,0.0002395757],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6457264,0.09727322,0.00192051,0.2528485,0.00006833078,0.00108475,0.00001440886,0.0006008122,0.0004630414],"genre_scores_gemma":[0.9842426,0.01312978,0.002402133,0.00004771769,0.00004024735,0.0001251279,9.980442e-7,0.000003898179,0.000007487999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3385162,"threshold_uncertainty_score":0.3091974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354037449467959,"score_gpt":0.2603305734246384,"score_spread":0.2467901989299588,"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."}}