{"id":"W4220771529","doi":"10.2196/28595","title":"Viewpoint: Virtual and Augmented Reality in Basic and Advanced Life Support Training","year":2022,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Erasmus+; Regione Liguria; Ministry of Science and Technology, Israel","keywords":"Virtual reality; Augmented reality; Haptic technology; Computer science; Training (meteorology); Health care; Human–computer interaction; Immersive technology; Multimedia; Simulation","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":[0.002512858,0.0004526922,0.0004847525,0.002117186,0.0004372582,0.002845425,0.0007467581,0.001779529,0.01225901],"category_scores_gemma":[0.003166111,0.0001585012,0.0005409275,0.001947945,0.001504921,0.001844679,0.001601406,0.002106942,0.002531204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009298916,"about_ca_system_score_gemma":0.001800519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002947108,"about_ca_topic_score_gemma":0.005383899,"domain_scores_codex":[0.9983851,0.0007271142,0.0001297022,0.0001915734,0.0004957325,0.00007077664],"domain_scores_gemma":[0.9974947,0.00130353,0.0001890208,0.0001068587,0.0007941741,0.0001116549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000126823,0.00005901078,0.001857346,0.008229681,0.0001284039,0.0004149936,0.003090646,0.0006137342,0.004599527,0.08361002,0.08407009,0.8131996],"study_design_scores_gemma":[0.0000255714,0.0002588851,0.008565548,0.01145683,0.0001560019,0.001960425,0.0019796,0.0004930844,0.00151682,0.01581704,0.9577256,0.00004465175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.004466834,0.8392431,0.01680084,0.02626765,0.01374125,0.00009808338,0.0002840089,0.0001412861,0.09895696],"genre_scores_gemma":[0.1406252,0.7507628,0.02237327,0.02527103,0.01450359,0.0002025859,0.0003655941,0.0001324829,0.04576347],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01225901,"threshold_uncertainty_score":0.04101044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0386645222566323,"score_gpt":0.3562058377470622,"score_spread":0.3175413154904299,"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."}}