{"id":"W4411230320","doi":"10.2196/77586","title":"Correction: A Mixed Reality–Based Telesupervised Ultrasound Education Platform on 5G Network Compared to Direct Supervision: Prospective Randomized Pilot Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medical physics; Medicine; Psychology; Physical therapy; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009884213,0.0003919934,0.001274751,0.0004118887,0.0003164286,0.00007341439,0.0001455109,0.0001245829,0.0004179488],"category_scores_gemma":[0.001003824,0.0003236744,0.000223585,0.001170085,0.00009520577,0.0001138742,0.00002367857,0.0003462041,0.00004041185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005031837,"about_ca_system_score_gemma":0.001171259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008319446,"about_ca_topic_score_gemma":0.000580214,"domain_scores_codex":[0.9969337,0.0003011941,0.001025868,0.0006510744,0.0005385586,0.0005496299],"domain_scores_gemma":[0.9970884,0.001418243,0.0002260729,0.0005867677,0.0003602332,0.0003203191],"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":[0.6435996,0.00139682,0.002059097,0.0002130807,0.0002116296,0.00000753192,0.001094235,0.000138491,0.000158276,0.0003483682,0.2723094,0.07846346],"study_design_scores_gemma":[0.7804043,0.00684646,0.150592,0.0008817872,0.000450493,0.00002456424,0.001919228,0.0008520032,0.001874352,0.0005633212,0.05509869,0.0004928162],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9185474,0.0002443464,0.0005495619,0.007721236,0.009870443,0.01870518,0.00002592821,0.0005546088,0.04378133],"genre_scores_gemma":[0.9836186,0.00003744994,0.0006630504,0.007123854,0.001492758,0.003911638,0.0004776128,0.00004197559,0.002633045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2172107,"threshold_uncertainty_score":0.9999216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02752331597269224,"score_gpt":0.3583599954876115,"score_spread":0.3308366795149193,"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."}}