{"id":"W4412424941","doi":"10.1016/j.pmn.2025.06.008","title":"Empowering Pediatric Care with Virtual Reality to Alleviate Pain and Anxiety","year":2025,"lang":"en","type":"editorial","venue":"Pain Management Nursing","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Psychological intervention; Distraction; Anxiety; Health care; Medicine; Virtual reality; Nursing; Medical education; Psychology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006490857,0.0008543777,0.001029365,0.001369914,0.0002823825,0.000206729,0.0004860725,0.000563355,0.00001417766],"category_scores_gemma":[0.0009879071,0.0008574785,0.000175391,0.001186312,0.00009480945,0.0001332556,0.0004192168,0.0009665171,0.000007796511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142115,"about_ca_system_score_gemma":0.000174805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005916247,"about_ca_topic_score_gemma":0.00001855639,"domain_scores_codex":[0.9942605,0.000914934,0.0007219583,0.001612737,0.001565711,0.000924192],"domain_scores_gemma":[0.9969451,0.0008944627,0.0003141942,0.001207781,0.0002836854,0.0003547377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002989859,0.0001137956,0.003022526,0.005422013,0.0002391616,0.0001397706,0.0005570464,0.00002391294,0.000001317585,0.00005467271,0.8381273,0.1519995],"study_design_scores_gemma":[0.001493449,0.001573977,0.001868063,0.005263524,0.002580766,0.000001136232,0.002425701,0.0003460307,0.000002409239,0.0001363696,0.9832112,0.001097411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"editorial","genre_scores_codex":[0.0008387361,0.005658184,0.5721393,0.003678403,0.3056271,0.01385462,0.0002038234,0.004233093,0.09376672],"genre_scores_gemma":[0.02804832,0.01891216,0.05350876,0.003974902,0.8721748,0.001504767,0.003800929,0.0006368511,0.0174385],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5665476,"threshold_uncertainty_score":0.9993876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006822188301069771,"score_gpt":0.2961388448379095,"score_spread":0.2893166565368397,"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."}}