{"id":"W4416953724","doi":"10.3389/fmed.2025.1658190","title":"Monitoring pain during use of virtual reality in debridement procedures of vascular wounds in outpatient care settings","year":2025,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Debridement (dental); Virtual reality; Wound care; Clinical Practice; Minimally invasive procedures; Qualitative analysis; Postoperative pain","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005995219,0.0002555743,0.0003300954,0.0003930589,0.0001851989,0.0003318729,0.000207253,0.0002518645,0.001535582],"category_scores_gemma":[0.002893115,0.0001318714,0.0002495909,0.0001720602,0.0002007207,0.0001843627,0.0003542188,0.0002710166,0.0001148337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001361787,"about_ca_system_score_gemma":0.0001229966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004166091,"about_ca_topic_score_gemma":0.0006049596,"domain_scores_codex":[0.9993845,0.000301383,0.00004810479,0.00008104676,0.00009898591,0.00008592912],"domain_scores_gemma":[0.9985581,0.0004978219,0.0005582116,0.00004373198,0.0001208446,0.0002213172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006971273,0.002435324,0.8613839,0.0009354705,0.0002018172,0.001417184,0.003844278,0.000479384,0.03761058,0.00004248648,0.000461842,0.08421638],"study_design_scores_gemma":[0.0001153001,0.007432539,0.9850931,0.00004773972,0.00009263954,0.002130742,0.001189445,0.0005323866,0.002907857,0.0000231443,0.0004113133,0.00002372512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993438,0.0001953653,0.000208206,0.000008542407,0.000002342647,0.00002435021,0.00002883684,0.000003220818,0.0001852192],"genre_scores_gemma":[0.9991491,0.0001587395,0.0005170208,0.00001330361,0.000007558608,0.00003383417,0.00003142672,7.640712e-7,0.00008828253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001535582,"threshold_uncertainty_score":0.005137086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298849993101344,"score_gpt":0.2803744325489774,"score_spread":0.267385932617964,"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."}}