{"id":"W4414494496","doi":"10.1371/journal.pone.0333434","title":"Immersive virtual reality simulation for undergraduate nursing students: Enhancing mental health care for migrants - A mixed method study protocol","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of New Brunswick; University of Saskatchewan","funders":"","keywords":"Protocol (science); Mental health; Virtual reality; Health care; Experiential learning; Nurse education; Data collection; Descriptive statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0258134,0.002395329,0.00251162,0.00273045,0.003260375,0.0026925,0.003555142,0.003509622,0.03721376],"category_scores_gemma":[0.0187719,0.002237957,0.002304488,0.001682691,0.002020226,0.001574626,0.002603615,0.004145665,0.005580944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002994393,"about_ca_system_score_gemma":0.01519497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001729697,"about_ca_topic_score_gemma":0.003744638,"domain_scores_codex":[0.9882851,0.007281942,0.001228203,0.001083529,0.001137342,0.0009838947],"domain_scores_gemma":[0.9905819,0.003819277,0.0008688307,0.001191647,0.002226683,0.001311688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.09781778,0.1013989,0.005819051,0.05198319,0.0007973358,0.002875807,0.03122905,0.01007306,0.016081,0.03043009,0.05884073,0.592654],"study_design_scores_gemma":[0.1973899,0.1543172,0.02846165,0.02827136,0.001074494,0.0009225312,0.03153143,0.01025371,0.01484908,0.02572096,0.5063281,0.0008795364],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004920803,0.0001596288,0.004524461,0.0001660674,0.0001366996,0.9883924,0.0005607693,0.00005121377,0.001087885],"genre_scores_gemma":[0.001215309,0.00009244073,0.003283492,0.00008138928,0.00001033185,0.9950176,0.00003981719,0.000002222333,0.0002574085],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03721376,"threshold_uncertainty_score":0.1365159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060428879978669,"score_gpt":0.4927139767428889,"score_spread":0.386671088745022,"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."}}