{"id":"W4206904475","doi":"10.2196/29008","title":"Effectiveness, User Engagement and Experience, and Safety of a Mobile App (Lumi Nova) Delivering Exposure-Based Cognitive Behavioral Therapy Strategies to Manage Anxiety in Children via Immersive Gaming Technology: Preliminary Evaluation Study","year":2022,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NIHR Nottingham Biomedical Research Centre","keywords":"Anxiety; Mood; Intervention (counseling); Psychological intervention; Psychology; Clinical psychology; Cognitive behavioral therapy; Medicine; 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":[0.001180012,0.0002033657,0.0003089641,0.0004103505,0.0003450401,0.00001891581,0.0001292098,0.00004641831,0.0001094417],"category_scores_gemma":[0.000002765661,0.0002292318,0.0000393758,0.0004979282,0.0001138762,0.0001940017,0.0002756988,0.0002617751,0.000002041323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005368487,"about_ca_system_score_gemma":0.0000693815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001221296,"about_ca_topic_score_gemma":0.0001295103,"domain_scores_codex":[0.9974741,0.0008011736,0.0005084205,0.0005560791,0.000309276,0.0003509245],"domain_scores_gemma":[0.9993995,0.00005563243,0.0002152916,0.0001916338,0.00004260311,0.0000952667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004531064,0.009448444,0.6776645,0.0001964237,0.0001066106,0.0000101203,0.05584679,0.00007066027,0.0005731554,0.00008381913,0.000009216829,0.2514592],"study_design_scores_gemma":[0.005195189,0.01750369,0.8564933,0.0001922533,0.0000140021,0.00001623136,0.1197898,0.00003813812,0.0005597682,0.00002474636,0.00001363714,0.0001593094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867132,0.0008539027,0.0001006454,0.0000749427,0.0001839718,0.01182635,0.0001653462,0.0000355689,0.00004603172],"genre_scores_gemma":[0.9912774,0.00001092617,0.00007903862,0.00008037076,0.000005395005,0.008417786,0.00009636785,0.00002480337,0.000007918903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2512999,"threshold_uncertainty_score":0.9347801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03506481491394824,"score_gpt":0.4176198609600058,"score_spread":0.3825550460460576,"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."}}