{"id":"W4411923697","doi":"10.1016/j.explore.2025.103212","title":"Application of metaverse and blockchain technology in integrative medicine","year":2025,"lang":"en","type":"article","venue":"EXPLORE","topic":"Acupuncture Treatment Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Journal of Administrative Sciences","funders":"Shahid Beheshti University of Medical Sciences","keywords":"Blockchain; Metaverse; Computer science; Data science; Computer security; Artificial intelligence","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":[0.01265906,0.0004180107,0.000748505,0.002890481,0.001225841,0.003357054,0.0007963061,0.0009884227,0.02512357],"category_scores_gemma":[0.02606461,0.0003559417,0.0007767325,0.004054895,0.001102479,0.005295109,0.004016108,0.0009990076,0.002220356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001338212,"about_ca_system_score_gemma":0.004130895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060428,"about_ca_topic_score_gemma":0.001176471,"domain_scores_codex":[0.9943399,0.003951996,0.0003563096,0.0002862192,0.0008941175,0.0001715638],"domain_scores_gemma":[0.9700983,0.02291841,0.001609847,0.003560606,0.001271654,0.0005411438],"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":[0.002748592,0.0004876755,0.01323145,0.003978768,0.0005386081,0.0003901728,0.002333418,0.01101528,0.01215914,0.4121612,0.005240766,0.5357149],"study_design_scores_gemma":[0.000862113,0.002346313,0.009941605,0.004066398,0.001026133,0.000864468,0.002260058,0.08867647,0.03454617,0.6819028,0.1733161,0.000191385],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2431639,0.01449229,0.5695103,0.009244504,0.0012841,0.001914234,0.004309771,0.002640906,0.15344],"genre_scores_gemma":[0.7855799,0.005791083,0.1935581,0.0005243438,0.000233426,0.001394206,0.001197457,0.0001937707,0.01152768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02512357,"threshold_uncertainty_score":0.08404672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02058959345882251,"score_gpt":0.3539785594174175,"score_spread":0.333388965958595,"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."}}