{"id":"W4372291693","doi":"10.2196/43240","title":"Adverse Effects of Virtual and Augmented Reality Interventions in Psychiatry: Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR Mental Health","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PsycINFO; Adverse effect; Psychological intervention; Modalities; Systematic review; Medicine; Mental health; MEDLINE; Inclusion (mineral); Psychiatry; Psychology; Internal medicine","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":[0.008250545,0.001494145,0.006204184,0.006008059,0.0005775,0.002135108,0.001564168,0.001516889,0.004724603],"category_scores_gemma":[0.03602657,0.0008626275,0.009565578,0.00572708,0.0007282679,0.001393983,0.001578041,0.001236679,0.0002351661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002566601,"about_ca_system_score_gemma":0.006578316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005391385,"about_ca_topic_score_gemma":0.01497125,"domain_scores_codex":[0.9922696,0.00304857,0.00238806,0.0004586954,0.001643453,0.0001914836],"domain_scores_gemma":[0.9693201,0.02300777,0.005249785,0.0003721858,0.001820588,0.000229564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002819417,0.00001955409,0.0004857089,0.9419015,0.01134557,0.00005944322,0.00009545104,0.00009255314,0.00008278895,0.0001099074,0.0009314438,0.04459412],"study_design_scores_gemma":[0.0004692453,0.0004795847,0.005444738,0.8252189,0.1481927,0.0004640375,0.0002558502,0.0001291771,0.0003368982,0.0003412633,0.01861784,0.00004975446],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007246727,0.9984452,0.00009965215,0.000106609,0.00006625627,0.0001975383,0.0001770927,0.000006314279,0.000176632],"genre_scores_gemma":[0.01515884,0.9833832,0.0004571688,0.0003162814,0.00007989306,0.000366932,0.0001397928,0.00000413373,0.00009373596],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008250545,"threshold_uncertainty_score":0.04363358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0705470156543754,"score_gpt":0.4383258889562353,"score_spread":0.3677788733018599,"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."}}