{"id":"W4401616989","doi":"10.1038/s41598-024-69116-w","title":"Prolonged exposure to mixed reality alters task performance in the unmediated environment","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto; Ontario Tech University; St. Michael's Hospital","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada; Canada Foundation for Innovation; Ontario Research Foundation","keywords":"Task (project management); Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002338471,0.0003622701,0.0004058236,0.0001677247,0.0001715235,0.0006021839,0.0003140865,0.0003824831,0.004551998],"category_scores_gemma":[0.001857892,0.0002232484,0.0002160979,0.00007702952,0.0003879073,0.000345913,0.0007427945,0.0005189931,0.0004376676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009754931,"about_ca_system_score_gemma":0.0001846646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00063959,"about_ca_topic_score_gemma":0.0008316721,"domain_scores_codex":[0.9995472,0.00008379738,0.00003274553,0.0001566618,0.00006965516,0.0001098655],"domain_scores_gemma":[0.9994848,0.0001791674,0.0001050362,0.00009650987,0.00004654662,0.00008786251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00732071,0.001675176,0.004426684,0.0002591122,0.00008915013,0.0001790737,0.001517982,0.000322739,0.951643,0.0001585153,0.0003033309,0.03210449],"study_design_scores_gemma":[0.0004485805,0.05690765,0.572499,0.0002019423,0.0004829311,0.0008416814,0.003517024,0.005994099,0.3506181,0.001335703,0.006973065,0.0001801529],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984342,0.0001134289,0.0007793704,0.00002671865,0.00002325254,0.000009113827,0.00004560966,0.00002788972,0.0005405372],"genre_scores_gemma":[0.9976476,0.0001207141,0.0008047103,0.00003261504,0.000007372776,0.00006208497,0.00008814902,0.00001665712,0.001220054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004551998,"threshold_uncertainty_score":0.01522797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726343246260248,"score_gpt":0.2446618080963767,"score_spread":0.2273983756337742,"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."}}