{"id":"W4220844900","doi":"10.2196/34036","title":"Virtual Reality in Clinical Practice and Research: Viewpoint on Novel Applications for Nursing","year":2022,"lang":"en","type":"article","venue":"JMIR Nursing","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NIH Clinical Center; National Institutes of Health","keywords":"Virtual reality; Nursing; Clinical Practice; Health care; Instructional simulation; Nursing practice; Medicine; Psychology; Computer science; Human–computer interaction","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":[0.01053108,0.0007831626,0.000903842,0.003967144,0.001780836,0.0118417,0.001949261,0.0055458,0.003679246],"category_scores_gemma":[0.01105583,0.0004257908,0.0008768431,0.002055782,0.02313072,0.009888727,0.005353502,0.005445206,0.0009356768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003402469,"about_ca_system_score_gemma":0.003659163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00226794,"about_ca_topic_score_gemma":0.002215964,"domain_scores_codex":[0.9907576,0.007026105,0.0003031171,0.0004184229,0.001182711,0.0003120473],"domain_scores_gemma":[0.9824603,0.01464677,0.0004697484,0.0007282237,0.001166873,0.0005282076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004690169,0.0000966606,0.0007750734,0.002228686,0.00003899989,0.00048826,0.01020802,0.0007054957,0.0007282502,0.800432,0.01803755,0.1662141],"study_design_scores_gemma":[0.00006100466,0.0004282959,0.002456608,0.008404317,0.00005325892,0.004157329,0.01575915,0.001728362,0.0007855248,0.3315392,0.6344814,0.0001455531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0064401,0.6627672,0.03705741,0.1362669,0.005484408,0.0001369898,0.00005211801,0.0001409201,0.1516539],"genre_scores_gemma":[0.3213278,0.5440452,0.06306636,0.03499788,0.0188723,0.0009018588,0.00005946362,0.000143154,0.01658611],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0118417,"threshold_uncertainty_score":0.05569434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2535841731525628,"score_gpt":0.5266159740740292,"score_spread":0.2730318009214664,"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."}}