{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003658507,0.000305861,0.0007232539,0.000142852,0.0001336505,0.0000100857,0.000247379,0.00006368615,0.00009051487],"category_scores_gemma":[0.003244751,0.0001487481,0.00008690912,0.000341724,0.0005482198,0.00007336988,0.0001118499,0.0006843518,0.00001391401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000163866,"about_ca_system_score_gemma":0.00006122419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001577862,"about_ca_topic_score_gemma":0.0001705103,"domain_scores_codex":[0.9974182,0.0007002436,0.0004897124,0.0003729845,0.0007607907,0.0002581323],"domain_scores_gemma":[0.9958429,0.001039267,0.0001568036,0.0004888866,0.002416237,0.00005587956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004123042,0.0002641955,0.8312408,0.0001280961,0.0001497694,0.00005134293,0.1575898,0.00003299749,0.009034443,0.0005646043,0.0002238682,0.0003078147],"study_design_scores_gemma":[0.00384604,0.00217913,0.5943987,0.0005447392,0.00008199216,0.000008068168,0.3979549,0.0001833669,0.0005269149,0.0000057881,0.0001833471,0.00008705057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890329,0.0002435163,0.00009561187,0.003904891,0.0003095341,0.004648618,0.000005142692,0.00001102422,0.001748732],"genre_scores_gemma":[0.9886735,0.00001940806,0.000003011475,0.01049533,0.00009871025,0.0002923022,0.0001289121,0.00002427295,0.0002645715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2403651,"threshold_uncertainty_score":0.606577,"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."}}