{"id":"W4390906951","doi":"10.2196/46397","title":"Effectiveness of Metaverse Space–Based Exercise Video Distribution in Young Adults: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metaverse; Randomized controlled trial; Space (punctuation); Physical activity; Computer science; Psychology; Multimedia; Physical therapy; Medicine; Virtual reality; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003035191,0.001582763,0.005006357,0.00122813,0.000851809,0.001549955,0.001330034,0.00333339,0.01153502],"category_scores_gemma":[0.006255278,0.0009166232,0.003707299,0.000899908,0.001196239,0.001767189,0.0008910907,0.002606562,0.0007837266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308771,"about_ca_system_score_gemma":0.002226932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00246553,"about_ca_topic_score_gemma":0.004294308,"domain_scores_codex":[0.99761,0.001235473,0.0003418246,0.0003724423,0.000204027,0.0002362618],"domain_scores_gemma":[0.9972595,0.001091956,0.0007241906,0.0001408128,0.0002024924,0.0005809957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9678949,0.008861993,0.0004103829,0.004595625,0.002089394,0.00003769566,0.00009071101,0.0001183852,0.000460279,0.00008777184,0.0004321069,0.01492088],"study_design_scores_gemma":[0.9656727,0.03133037,0.0009374788,0.0003585046,0.001013715,0.000009973762,0.00004578337,0.0001647578,0.0001148174,0.00007692892,0.0002637044,0.0000112492],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.927811,0.02421703,0.001541432,0.001507594,0.00270313,0.03625082,0.001744042,0.0004178712,0.003807085],"genre_scores_gemma":[0.9260845,0.009322468,0.004450798,0.001359047,0.001159229,0.05354892,0.0007766101,0.00003170033,0.003266755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01153502,"threshold_uncertainty_score":0.03858846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808886100880419,"score_gpt":0.3384001788206767,"score_spread":0.3203113178118725,"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."}}