{"id":"W2995177752","doi":"10.36834/cmej.61705","title":"Augmented reality in medical education: a systematic review","year":2019,"lang":"en","type":"review","venue":"Canadian Medical Education Journal","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Augmented reality; Curriculum; Cochrane Library; Systematic review; Medical education; Quality (philosophy); Web of science; Computer science; Health technology; MEDLINE; Health care; Medical literature; Field (mathematics); Medicine; Psychology; Alternative medicine; Pathology; Meta-analysis; Artificial intelligence; Political science; Pedagogy; Mathematics","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":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005638223,0.0005178663,0.002503787,0.001118548,0.0002337023,0.0002756109,0.00472371,0.0008907181,0.00779636],"category_scores_gemma":[0.02854395,0.0004270167,0.0005134315,0.002289313,0.0001322023,0.0003524603,0.0001686234,0.002805768,0.0009698291],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003420576,"about_ca_system_score_gemma":0.4504125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004375644,"about_ca_topic_score_gemma":0.01143444,"domain_scores_codex":[0.9913118,0.001771257,0.002919504,0.0007541343,0.002506907,0.0007364227],"domain_scores_gemma":[0.9831462,0.0003622371,0.00139848,0.001956458,0.0005827692,0.01255386],"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":[1.039229e-7,0.0001941438,2.910793e-7,0.3078613,0.00005999852,0.00002825797,0.00005280316,6.373867e-8,2.966609e-10,0.007669292,0.2128635,0.4712703],"study_design_scores_gemma":[0.00006244472,0.00000752747,7.475878e-7,0.4178973,0.0002462722,0.002888825,0.00002410322,0.0001057858,1.683336e-9,0.0001878277,0.578352,0.0002271634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.919631e-8,0.9334874,0.002402934,0.05536079,0.002686227,0.002630271,0.00001176324,0.00003887326,0.003381695],"genre_scores_gemma":[7.154994e-7,0.9512568,0.0002905403,0.04547439,0.0005933919,0.00107204,0.0001725692,0.00003790573,0.00110167],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4710431,"threshold_uncertainty_score":0.9998181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04398036803498877,"score_gpt":0.3916741154106037,"score_spread":0.3476937473756149,"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."}}