{"id":"W2995532400","doi":"10.2196/14565","title":"Design Strategies for Virtual Reality Interventions for Managing Pain and Anxiety in Children and Adolescents: Scoping Review","year":2019,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Sydney","keywords":"Distraction; Psychological intervention; Anxiety; Context (archaeology); Virtual reality; Relevance (law); Intervention (counseling); Medicine; Applied psychology; Psychology; Computer science; Nursing; Human–computer interaction; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0016447,0.0001444507,0.0003786996,0.0001307441,0.00003743475,0.00004420296,0.00007319024,0.00005491687,0.000004188889],"category_scores_gemma":[0.0001181539,0.0001396107,0.0000852451,0.0001143028,0.00003649087,0.0001775709,0.00006497154,0.00008636063,5.473061e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003935573,"about_ca_system_score_gemma":0.000038816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002180861,"about_ca_topic_score_gemma":0.00002114246,"domain_scores_codex":[0.9989066,0.0001312609,0.0003265772,0.0003256718,0.00008661814,0.0002232868],"domain_scores_gemma":[0.9994873,0.0001005861,0.0001139858,0.0002129216,0.00003507605,0.00005016975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000502133,0.0003886895,0.3810593,0.1572179,0.0002035503,0.000004471305,0.0004443402,0.00001511793,0.0004210831,0.001075175,0.01594322,0.442725],"study_design_scores_gemma":[0.005832222,0.003028623,0.6788585,0.2998667,0.0005269836,0.00003208613,0.0008801613,0.003964689,0.00006270513,0.005514313,0.0005621967,0.000870875],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3950236,0.06778926,0.4805523,0.003052732,0.000116616,0.05243706,0.00004899484,0.0007190707,0.000260357],"genre_scores_gemma":[0.9573342,0.03065414,0.009003271,0.001218578,0.00007170844,0.001510358,0.0000604747,0.00003599956,0.0001112628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5623106,"threshold_uncertainty_score":0.569316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02520301176335443,"score_gpt":0.3437727491113067,"score_spread":0.3185697373479522,"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."}}