{"id":"W4285087208","doi":"10.2196/38366","title":"Active Virtual Reality for Chronic Primary Pain: Mixed Methods Randomized Pilot Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Auckland University of Technology, New Zealand","keywords":"Physical therapy; Randomized controlled trial; Chronic pain; Medicine; Virtual reality; Intervention (counseling); Rehabilitation; Physical medicine and rehabilitation; Virtual Reality Exposure Therapy; Anxiety; Nursing","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":[0.01526174,0.00201218,0.004897326,0.001908249,0.001452532,0.00151741,0.001900555,0.002475046,0.01339385],"category_scores_gemma":[0.01118152,0.001222123,0.003430241,0.001395242,0.002067981,0.001442756,0.001430815,0.001505913,0.001128559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482919,"about_ca_system_score_gemma":0.003978124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001297419,"about_ca_topic_score_gemma":0.00224852,"domain_scores_codex":[0.982385,0.01326046,0.001436587,0.0009301329,0.001002665,0.0009851303],"domain_scores_gemma":[0.9914026,0.004830351,0.001342734,0.0008345631,0.0008635302,0.0007262921],"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":[0.7136282,0.1913321,0.003268189,0.009376185,0.002943651,0.0002610485,0.001024563,0.0009703544,0.002973551,0.001130704,0.0008742524,0.0722172],"study_design_scores_gemma":[0.5636473,0.4292051,0.003144894,0.0003194013,0.000947826,0.00004255289,0.000336782,0.0005288566,0.0004081264,0.000319284,0.001067734,0.00003218212],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6792757,0.003043219,0.006266696,0.0004156358,0.0009002158,0.3067666,0.001263904,0.0001506191,0.001917323],"genre_scores_gemma":[0.556918,0.002568198,0.02173728,0.0008937417,0.0005451574,0.4155292,0.000369273,0.00001541119,0.00142379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01526174,"threshold_uncertainty_score":0.08071274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111850710549105,"score_gpt":0.4886902094664184,"score_spread":0.3768394989173135,"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."}}