{"id":"W4406818008","doi":"10.2196/66352","title":"Virtual Reality Respiratory Biofeedback in an Outpatient Pediatric Pain Rehabilitation Program: Mixed Methods Pilot Study","year":2025,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Preprint; Biofeedback; Rehabilitation; Medicine; Physical therapy; Virtual reality; Physical medicine and rehabilitation; Computer science; Human–computer interaction; World Wide Web","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":[0.0050325,0.0009986992,0.001204876,0.0009126732,0.00140066,0.001002667,0.001249805,0.0009148599,0.003139354],"category_scores_gemma":[0.003843095,0.0005902289,0.00110736,0.000595059,0.0007259114,0.0008344873,0.0008247603,0.0008442297,0.0003723682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104968,"about_ca_system_score_gemma":0.002957672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002428412,"about_ca_topic_score_gemma":0.005405446,"domain_scores_codex":[0.9956393,0.002840517,0.0003016602,0.0003638312,0.0004236568,0.0004310258],"domain_scores_gemma":[0.997561,0.001150849,0.0003320661,0.0002302411,0.0003454028,0.0003804783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02546143,0.6041695,0.08772578,0.00358681,0.0007217709,0.0019109,0.03496091,0.001095675,0.0178671,0.000581645,0.00114512,0.2207732],"study_design_scores_gemma":[0.03027561,0.7482836,0.1773448,0.0004927298,0.0007790424,0.0008093579,0.03056564,0.00262933,0.004193949,0.0003131266,0.00414043,0.0001724097],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936556,0.00009624025,0.0007536488,0.00003939685,0.00001480337,0.005048576,0.00009205511,0.00001104622,0.0002886257],"genre_scores_gemma":[0.9655402,0.0006818343,0.009707326,0.0003047369,0.00007240718,0.02265025,0.0002346785,0.00001102731,0.0007976447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0050325,"threshold_uncertainty_score":0.02661467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03874972591035356,"score_gpt":0.3994934312510597,"score_spread":0.3607437053407062,"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."}}