{"id":"W2987322332","doi":"10.2196/15579","title":"Comparing the Relaxing Effects of Different Virtual Reality Environments in the Intensive Care Unit: Observational Study","year":2019,"lang":"en","type":"article","venue":"JMIR Perioperative Medicine","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Inselspital, Universitätsspital Bern; University of Bern","keywords":"Intensive care unit; Neurocognitive; Sensory stimulation therapy; Virtual reality; Observational study; Medicine; Intensive care; Cognition; Head-up display; Critically ill; Affect (linguistics); Physical medicine and rehabilitation; Audiology; Psychology; Stimulation; Intensive care medicine; Computer science; Human–computer interaction; Communication; Internal medicine; Artificial intelligence","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":[0.0006423769,0.0003257463,0.0004548322,0.0003244597,0.0004951849,0.0003956078,0.0002205052,0.0003911913,0.0012904],"category_scores_gemma":[0.002032673,0.0002074329,0.0005192041,0.0002092126,0.0003600144,0.0002531549,0.0005074003,0.0005147542,0.0001312471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002242793,"about_ca_system_score_gemma":0.0003355588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001367904,"about_ca_topic_score_gemma":0.002174041,"domain_scores_codex":[0.9994624,0.0002395295,0.0000496183,0.0000753412,0.00008365374,0.00008948431],"domain_scores_gemma":[0.9987653,0.0002992864,0.000321058,0.00007489599,0.0001081438,0.0004312878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005751542,0.01027773,0.9459613,0.0004935685,0.0004457236,0.0008002824,0.008743151,0.0002695903,0.007843921,0.00005365348,0.0003790584,0.01898048],"study_design_scores_gemma":[0.0001587272,0.01560909,0.9773166,0.00002462409,0.0001065204,0.0003671611,0.005087333,0.0001847573,0.0006021361,0.00002499236,0.0004873341,0.00003079412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997743,0.00005223593,0.00004002203,0.000004759976,0.000001327243,0.00002285366,0.00002350722,5.982267e-7,0.00008043162],"genre_scores_gemma":[0.999571,0.00007768565,0.0001268795,0.00002053447,0.00000510891,0.00004814181,0.00006404724,6.409778e-7,0.00008587167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001367904,"threshold_uncertainty_score":0.004316866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07287282219877782,"score_gpt":0.3470757111296265,"score_spread":0.2742028889308487,"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."}}