{"id":"W4408400028","doi":"10.1109/idciot64235.2025.10915067","title":"Advanced Block Chain of Electronics Health Care Medical Record Systems Wearable Device Industry 5.0","year":2025,"lang":"en","type":"article","venue":"","topic":"Artificial Intelligence in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Wearable computer; Electronics; Wearable technology; Electronic health record; Health care; Block (permutation group theory); Computer science; Electronic medical record; Medical record; Embedded system; Engineering; Electrical engineering; Internet privacy; Medicine","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":[0.001523697,0.0006717342,0.0005207912,0.001581048,0.0004329399,0.002041592,0.001333559,0.001303203,0.1024768],"category_scores_gemma":[0.002622009,0.0004192836,0.0004754299,0.001078484,0.0002495949,0.001819046,0.001629901,0.0008345959,0.06650363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005124164,"about_ca_system_score_gemma":0.0006786683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006783886,"about_ca_topic_score_gemma":0.0005847842,"domain_scores_codex":[0.9984741,0.0002787159,0.0001426504,0.0002189123,0.000732195,0.0001535689],"domain_scores_gemma":[0.9978504,0.0003543935,0.0001678284,0.0004714394,0.001013078,0.0001428215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00115835,0.0002933354,0.004294514,0.001271143,0.00008976676,0.0007754081,0.0003511237,0.001572439,0.0947851,0.04107865,0.1381651,0.7161652],"study_design_scores_gemma":[0.0001886922,0.001570429,0.008113123,0.0006349906,0.000133032,0.002840811,0.0001475869,0.02352607,0.08036011,0.006685075,0.8756614,0.000138577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04160334,0.008330828,0.5575697,0.004430393,0.003646009,0.002391936,0.004785539,0.03212245,0.3451198],"genre_scores_gemma":[0.32675,0.005566394,0.2087192,0.003980694,0.0009745522,0.001048367,0.006071211,0.00155496,0.4453347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1024768,"threshold_uncertainty_score":0.342819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07325459872239527,"score_gpt":0.4854574990364229,"score_spread":0.4122029003140276,"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."}}