{"id":"W3203199154","doi":"10.2196/29137","title":"The Effectiveness of Serious Games in Alleviating Anxiety: Systematic Review and Meta-analysis","year":2021,"lang":"en","type":"review","venue":"JMIR Serious Games","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; PsycINFO; CINAHL; Cochrane Library; Randomized controlled trial; Meta-analysis; MEDLINE; Systematic review; Scopus; Clinical psychology; Psychology; Medicine; Psychological intervention; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003677945,0.0006859687,0.01107943,0.0003408756,0.00009918109,0.0001246274,0.000603835,0.000278632,0.0001733462],"category_scores_gemma":[0.0004266945,0.0004231931,0.004023015,0.001732508,0.0001416766,0.0001041881,0.0002763338,0.0004806513,0.00005580734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756704,"about_ca_system_score_gemma":0.0001083365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00012613,"about_ca_topic_score_gemma":0.0002834911,"domain_scores_codex":[0.9895546,0.005991587,0.002753467,0.0008294541,0.0003424069,0.0005284772],"domain_scores_gemma":[0.9938989,0.002544061,0.001837652,0.001458278,0.0001355276,0.0001255908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000005171761,0.000163337,0.000004995435,0.8619674,0.07734093,0.00002576313,0.00007543879,1.808088e-7,1.412039e-8,0.0006866363,0.0001194766,0.05961069],"study_design_scores_gemma":[0.0001956971,0.0001994309,0.0001081398,0.2725628,0.6325371,0.000242551,0.0001747026,7.131435e-7,4.008914e-7,0.0000970953,0.09332144,0.0005598817],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001694945,0.9899935,0.000003858838,0.0001124014,0.0002681659,0.008183722,0.0002007762,0.00004205188,0.001178549],"genre_scores_gemma":[0.0006135821,0.9849346,0.00002666807,0.0001035467,0.00001387397,0.01182529,0.00009281819,0.0000813111,0.002308258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5894046,"threshold_uncertainty_score":0.999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06248140758667314,"score_gpt":0.4383117049620583,"score_spread":0.3758302973753851,"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."}}