{"id":"W4320060573","doi":"10.2196/44161","title":"Smart Glasses for Supporting Distributed Care Work: Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR Medical Informatics","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality; National Science Foundation","keywords":"Telemedicine; Software deployment; Computer science; Videoconferencing; Systematic review; Multimedia; Mobile device; Health care; World Wide Web; MEDLINE; Software engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001758555,0.0005113001,0.003072853,0.0001771641,0.0002136908,0.0002220967,0.003214464,0.0005303193,0.00001685698],"category_scores_gemma":[0.002184298,0.0003640313,0.0007876721,0.001940186,0.00008904275,0.000321715,0.0008947048,0.0006706158,0.0006402921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00030725,"about_ca_system_score_gemma":0.001177342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001594598,"about_ca_topic_score_gemma":0.000002474756,"domain_scores_codex":[0.9934959,0.000166359,0.004014745,0.000298013,0.001356421,0.0006686079],"domain_scores_gemma":[0.9936564,0.001531944,0.002371721,0.00167013,0.000297729,0.0004720743],"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":[9.219343e-8,0.00001639051,3.439827e-8,0.870218,0.0001144068,0.000003436129,0.0002797884,1.763065e-7,9.521977e-11,0.002406036,0.01607938,0.1108822],"study_design_scores_gemma":[0.00006459247,0.00001397048,3.233234e-8,0.5377125,0.0006210132,0.00003331848,0.0001468184,0.001252129,2.027675e-8,0.00004894937,0.4598442,0.0002624757],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.978999e-9,0.6778414,0.3139241,0.0002288143,0.000181371,0.00695696,0.0002099239,0.0004883288,0.0001690827],"genre_scores_gemma":[1.445112e-7,0.9826628,0.003553131,0.0006117254,0.00008082852,0.0102638,0.002660538,0.00004223777,0.0001247914],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4437648,"threshold_uncertainty_score":0.9998811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06727886169999063,"score_gpt":0.4032027416426989,"score_spread":0.3359238799427083,"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."}}