{"id":"W4313187564","doi":"10.2196/42709","title":"Mixed Reality Platforms in Telehealth Delivery: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR Biomedical Engineering","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science Foundation Ireland","keywords":"Telehealth; Augmented reality; Telemedicine; Virtual reality; Computer science; Mixed reality; Fidelity; Multimedia; Protocol (science); Videoconferencing; Medicine; Health care; Human–computer interaction","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":[0.02049207,0.002301473,0.00593416,0.02289645,0.001441879,0.006205366,0.002858651,0.004322375,0.006881959],"category_scores_gemma":[0.08208137,0.001423395,0.006633259,0.02147995,0.001557997,0.004922076,0.003353296,0.002105482,0.00120171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004622621,"about_ca_system_score_gemma":0.01976112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005674168,"about_ca_topic_score_gemma":0.008215096,"domain_scores_codex":[0.9836528,0.005916244,0.006224461,0.0009503718,0.002860615,0.0003955533],"domain_scores_gemma":[0.9231928,0.05953154,0.007556438,0.00133648,0.007904747,0.0004778898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001100016,0.00004324776,0.0003627966,0.8069151,0.00160537,0.0001512334,0.0005615273,0.0002065271,0.0002017106,0.001733754,0.003996321,0.1841125],"study_design_scores_gemma":[0.00003288666,0.00009007067,0.0005472913,0.9480836,0.005757427,0.0002535556,0.0004272485,0.00009329327,0.0001798628,0.000761663,0.04374813,0.00002500059],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002459591,0.9973395,0.0004857183,0.0003532508,0.0002378105,0.0003957044,0.0001437802,0.000009395813,0.0007888994],"genre_scores_gemma":[0.002904543,0.9942622,0.001203199,0.0003368734,0.0001502255,0.0008499533,0.0001544894,0.000006522659,0.0001320582],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02289645,"threshold_uncertainty_score":0.1083737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04941903067425123,"score_gpt":0.3637919003202182,"score_spread":0.3143728696459669,"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."}}