{"id":"W3166658703","doi":"10.2196/26520","title":"Extended Reality for Enhanced Telehealth During and Beyond COVID-19: Viewpoint","year":2021,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telehealth; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Telemedicine; Health care; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Internet privacy; Medicine; Psychology; Political science; Computer science; Virology","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":[0.0003206237,0.0001782208,0.0004438939,0.0000912997,0.0002141063,0.00001979181,0.00004283943,0.00008382675,0.0002187372],"category_scores_gemma":[0.0004278996,0.0001634884,0.00006998665,0.0002001364,0.00006272128,0.00007821333,0.00004319804,0.0001544678,0.000003963887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867674,"about_ca_system_score_gemma":0.0006889993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000103104,"about_ca_topic_score_gemma":0.0002928291,"domain_scores_codex":[0.9982969,0.00006918128,0.0005078272,0.0004471444,0.0002296151,0.0004493542],"domain_scores_gemma":[0.998615,0.0001296007,0.0001716217,0.0003214497,0.0001440365,0.0006182799],"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":[0.003376812,0.0009555146,0.01091163,0.01999304,0.0003407659,0.0005335002,0.01416745,0.00000314506,0.1833456,0.00420272,0.05223564,0.7099341],"study_design_scores_gemma":[0.01790306,0.001978891,0.5532199,0.0002060739,0.0002049608,0.00102343,0.006173846,0.00006471197,0.094668,0.004439991,0.3196088,0.0005083523],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477155,0.001234077,0.002330102,0.04549948,0.0002133565,0.002012084,0.00005935597,0.0001749308,0.000761117],"genre_scores_gemma":[0.9685662,0.001100512,0.004462448,0.02357553,0.0004241655,0.000590294,0.0002671132,0.00003824489,0.0009754844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7094258,"threshold_uncertainty_score":0.6666865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03145949542335743,"score_gpt":0.394639776630445,"score_spread":0.3631802812070876,"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."}}