{"id":"W4412919716","doi":"10.1016/b978-0-443-32998-2.00005-6","title":"MedTech Fusion in the Metaverse using business intelligence through AIoTBc: artificial intelligence, Internet of Things, blockchain","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Impact of AI and Big Data on Business and Society","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Blockchain; Internet of Things; Metaverse; Business intelligence; The Internet; Computer science; Artificial intelligence; World Wide Web; Knowledge management; Computer security; Virtual reality","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":[0.002212224,0.0005236886,0.0006275133,0.001424406,0.001303685,0.006288934,0.0012179,0.001602212,0.03727074],"category_scores_gemma":[0.00307754,0.0004143009,0.000567254,0.003157345,0.0009033938,0.007486414,0.003927568,0.001778102,0.01004253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195029,"about_ca_system_score_gemma":0.00253423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003194312,"about_ca_topic_score_gemma":0.003272999,"domain_scores_codex":[0.9987743,0.0002903206,0.00009286207,0.000143382,0.000559063,0.0001398969],"domain_scores_gemma":[0.9988239,0.0003190559,0.00006118084,0.0003986798,0.0002364846,0.0001606725],"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":[0.0005028598,0.0002033424,0.001093657,0.0002959156,0.00008299763,0.0004258552,0.0004508814,0.02740997,0.009508327,0.4373276,0.06108966,0.4616089],"study_design_scores_gemma":[0.00007726224,0.0001346647,0.0005718445,0.0002292565,0.0000494129,0.0003602436,0.0002498624,0.1988377,0.02051125,0.3915942,0.3873136,0.00007057399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02411053,0.002644049,0.6471997,0.006088831,0.001801332,0.0003284326,0.001556115,0.01013999,0.306131],"genre_scores_gemma":[0.4113187,0.003323783,0.3995959,0.00113344,0.0007768602,0.0002961477,0.004036108,0.002023184,0.1774959],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03727074,"threshold_uncertainty_score":0.1246831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1472355393926268,"score_gpt":0.3648516715788492,"score_spread":0.2176161321862224,"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."}}