{"id":"W4413042019","doi":"10.1097/cin.0000000000001352","title":"Innovative Technologies","year":2025,"lang":"en","type":"article","venue":"CIN Computers Informatics Nursing","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science","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":[0.0001767641,0.0001152179,0.0001439274,0.0003713115,0.000209067,0.0002922385,0.0009678677,0.00007182768,4.453731e-7],"category_scores_gemma":[0.00006991792,0.000108658,0.00002823868,0.001972167,0.000132434,0.0007027576,0.0002452749,0.0001648923,0.00002124873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001364362,"about_ca_system_score_gemma":0.0001124068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001792607,"about_ca_topic_score_gemma":1.424367e-7,"domain_scores_codex":[0.999139,0.00001193559,0.0003609363,0.0001092801,0.0001405546,0.000238295],"domain_scores_gemma":[0.9989883,0.0001048322,0.0001181074,0.0006074992,0.000153467,0.00002782859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[6.588524e-7,0.00002169125,0.00001438747,0.00001315613,0.000007996787,2.011923e-7,0.001401692,0.0001793797,0.00002297205,0.4142627,0.009605149,0.57447],"study_design_scores_gemma":[0.0005454331,0.0001014867,0.001079645,0.0008040401,0.00000780694,0.00001824773,0.002635283,0.8071401,0.007599986,0.1390291,0.04065549,0.0003834394],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001472125,0.0000497363,0.9504264,0.003745949,0.0004195363,0.0001577064,9.659965e-7,0.0006000571,0.04312751],"genre_scores_gemma":[0.6215146,0.00001388178,0.3771299,0.001252962,0.00001062732,0.000009995716,0.000004041055,0.000003273253,0.00006077313],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8069606,"threshold_uncertainty_score":0.4430945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434593783238937,"score_gpt":0.2949544299473011,"score_spread":0.2806084921149117,"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."}}