{"id":"W4417415320","doi":"10.30953/bhty.v8.409","title":"Blockchain Technology in Digital Health and Medical Technologies","year":2025,"lang":"en","type":"article","venue":"Blockchain in Healthcare Today","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; University of Toronto","keywords":"Interoperability; Health care; Blockchain; Transparency (behavior); Digital health; Data sharing; Digital transformation; Big data; mHealth; Health informatics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001238641,0.0003206509,0.0006361585,0.002408725,0.0002234359,0.00006641823,0.001774497,0.0009930859,0.000002311973],"category_scores_gemma":[0.0009573075,0.0003254742,0.00004605005,0.004517481,0.000515467,0.00006162,0.00133608,0.001424397,0.000007361426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002961792,"about_ca_system_score_gemma":0.0008631272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006161182,"about_ca_topic_score_gemma":0.001332342,"domain_scores_codex":[0.9965426,0.0001047677,0.0009511743,0.001089056,0.0003505019,0.0009619523],"domain_scores_gemma":[0.9979877,0.0003356663,0.0001624122,0.001248611,0.00009209564,0.0001735388],"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":[0.000006166355,0.0001552747,0.06338876,0.0001026255,0.000006009133,0.00004588634,0.0002536516,0.000006898535,0.000003590319,0.6787211,0.0001999357,0.2571101],"study_design_scores_gemma":[0.001642927,0.0003029931,0.002966784,0.0007762759,0.000001561847,0.0001524567,0.001687407,0.05123121,0.0002432418,0.9329178,0.007517701,0.0005596993],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2714692,0.01690255,0.01099647,0.696934,0.0002278603,0.001155838,0.00001013024,0.002008832,0.0002951796],"genre_scores_gemma":[0.9922971,0.0005658821,0.004022656,0.00259956,0.00001147627,0.0004172301,0.000002914648,0.0000135849,0.00006957797],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7208279,"threshold_uncertainty_score":0.9999197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00900200756547949,"score_gpt":0.2782355682486582,"score_spread":0.2692335606831787,"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."}}