{"id":"W7127066567","doi":"10.3928/00220124-20260202-01","title":"Extended Reality in Nursing Professional Development: A Scoping Review of Continuing Education Applications for Practicing Nurses","year":2025,"lang":"en","type":"article","venue":"The Journal of Continuing Education in Nursing","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychological intervention; Continuing education; Continuing professional development; Nurse education; MEDLINE; Professional development","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003168009,0.0001831554,0.0005894504,0.0008378893,0.0001448388,0.00002570141,0.0002054276,0.0001076869,0.0000157247],"category_scores_gemma":[0.001662745,0.0001633783,0.00009838147,0.001019169,0.0001195913,0.0003099319,0.000009247906,0.0004660993,5.242193e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222156,"about_ca_system_score_gemma":0.00787359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000243072,"about_ca_topic_score_gemma":0.000008438254,"domain_scores_codex":[0.9966368,0.0004306987,0.002059909,0.0002165095,0.0003773734,0.0002786773],"domain_scores_gemma":[0.9936895,0.001842058,0.001843585,0.0003486124,0.002182783,0.0000934429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000416886,0.001951151,0.02895621,0.01421997,0.0000199115,1.518457e-7,0.02945288,0.00008524261,0.0008215412,0.001685892,0.001524487,0.9208657],"study_design_scores_gemma":[0.0009721594,0.00005186403,0.1112795,0.8421402,0.0002171782,0.00005266488,0.03996871,0.0001627019,0.002051743,0.002648796,0.0003056845,0.0001487917],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8747801,0.07359698,0.01011984,0.02491322,0.006164493,0.008054203,0.000002753179,0.00003450472,0.00233388],"genre_scores_gemma":[0.9877282,0.0009358393,0.009435805,0.0005672592,0.0003878005,0.0003019781,0.0000322808,0.00002657582,0.0005843112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9207169,"threshold_uncertainty_score":0.9977508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576872037114401,"score_gpt":0.4858449109273212,"score_spread":0.4600761905561772,"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."}}