{"id":"W4310333810","doi":"10.2196/36695","title":"The Effects of Virtual Reality in Maternal Delivery: Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"JMIR Serious Games","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions","keywords":"Medicine; Labor pain; CINAHL; Anxiety; Meta-analysis; Childbirth; Cochrane Library; Adverse effect; Physical therapy; Strictly standardized mean difference; Randomized controlled trial; Relative risk; MEDLINE; Pregnancy; Patient satisfaction; Obstetrics; Psychological intervention; Confidence interval; Internal medicine; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01121235,0.002551702,0.01666509,0.00623228,0.0006446062,0.003089789,0.002500293,0.002277267,0.004131448],"category_scores_gemma":[0.0311908,0.001399933,0.0329426,0.006259684,0.0007072749,0.00182337,0.001522519,0.001839836,0.0002343976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002610387,"about_ca_system_score_gemma":0.003520353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00586812,"about_ca_topic_score_gemma":0.01115555,"domain_scores_codex":[0.9920725,0.003828516,0.002242886,0.0006614746,0.0009651642,0.0002294264],"domain_scores_gemma":[0.9799074,0.01569573,0.002800901,0.0004339188,0.0009816882,0.0001804382],"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":[0.001862928,0.00005291791,0.001936818,0.6545156,0.3204783,0.000110662,0.0001000847,0.0005369901,0.0001615831,0.0001500499,0.0005218917,0.01957228],"study_design_scores_gemma":[0.0008329242,0.0003443578,0.003057754,0.06635378,0.9265196,0.0001275787,0.00006381529,0.0002474602,0.0001435038,0.0002048694,0.002074919,0.0000294295],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002455113,0.9963994,0.0003328916,0.0001090918,0.00007415875,0.0002504419,0.0002157096,0.0000147667,0.0001484765],"genre_scores_gemma":[0.0827538,0.9128132,0.001933274,0.0005304349,0.0001728521,0.001203988,0.0003968056,0.00001557702,0.0001800772],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01666509,"threshold_uncertainty_score":0.05929726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06879220330840412,"score_gpt":0.405062699152773,"score_spread":0.3362704958443689,"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."}}