{"id":"W4387915215","doi":"10.2196/46242","title":"The Multidomain Metaverse Cancer Care Digital Platform: Development and Usability Study","year":2023,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; Chonnam National University Hwasun Hospital; Jeju National University Hospital; Gyeongsang National University; Jeju National University; Pusan National University; Pusan National University Hospital; Kyungpook National University; Kangwon National University; Chonnam National University","keywords":"Usability; Metaverse; Health care; Psychology; Medical education; Medicine; Nursing; Computer science; Human–computer interaction; Virtual reality","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002100845,0.0001154245,0.0001169197,0.00003904538,0.0004046078,0.0004539547,0.0004199109,0.0000271034,0.000001744266],"category_scores_gemma":[0.00004377851,0.00007595607,0.00002306576,0.0003910721,0.0000673121,0.0003958736,0.000377259,0.00007227699,0.00005161421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008334153,"about_ca_system_score_gemma":0.000121232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001042301,"about_ca_topic_score_gemma":0.0005748956,"domain_scores_codex":[0.9990081,0.0000213767,0.0001804238,0.0002935862,0.0002327131,0.0002638364],"domain_scores_gemma":[0.9992135,0.0001102719,0.0000491915,0.000469027,0.00005347203,0.0001045402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000008037526,0.00007352762,0.006688588,0.00001295072,0.00003887924,0.000004703564,0.0265685,0.00003464093,0.00004229514,0.0007860687,0.0005593476,0.9651825],"study_design_scores_gemma":[0.0006007594,0.0001889295,0.7751774,0.00001219876,0.000007315833,0.000004342728,0.01788451,0.002190545,0.0004444673,0.0005589616,0.2026396,0.0002910317],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978016,0.0001061591,0.0004413732,0.000412997,0.00008455385,0.000691383,0.00001069248,0.0001751191,0.0002761406],"genre_scores_gemma":[0.9988185,0.00003411449,0.0003709515,0.0000410872,0.00001698523,0.0003845779,0.00000358231,0.000006268409,0.0003239702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9648914,"threshold_uncertainty_score":0.4377496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662992587058206,"score_gpt":0.3113464871579619,"score_spread":0.2847165612873799,"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."}}