{"id":"W4213055659","doi":"10.2196/29473","title":"A Preoperative Virtual Reality App for Patients Scheduled for Cardiac Catheterization: Pre–Post Questionnaire Study Examining Feasibility, Usability, and Acceptability","year":2022,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Music Therapy and Health","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiac catheterization; Anxiety; Usability; Physical therapy; Virtual reality; Emergency medicine; Internal medicine; Psychiatry","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":[0.00271566,0.0002812751,0.000646341,0.0000685296,0.0009686198,0.00006278787,0.0002432003,0.0001170625,0.0002435484],"category_scores_gemma":[0.0002695787,0.0002844489,0.0002369502,0.0001968387,0.0001521662,0.0001726525,0.0002626113,0.0002661157,0.000001744281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003985113,"about_ca_system_score_gemma":0.0001795536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002966805,"about_ca_topic_score_gemma":0.00008951183,"domain_scores_codex":[0.9956951,0.001854037,0.0006052083,0.001084363,0.00033629,0.0004250388],"domain_scores_gemma":[0.9979708,0.0004236173,0.0001967634,0.0008974018,0.0003552588,0.0001562004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00240152,0.002222834,0.9286991,0.0001308026,0.0002488717,4.14501e-7,0.05288738,0.00004707058,0.00001821974,0.0007414297,0.0003967149,0.01220566],"study_design_scores_gemma":[0.003697476,0.006776505,0.9788538,0.000006470394,0.00008534129,0.000001033729,0.008378359,0.00006872981,0.000003611363,0.0002793576,0.001568052,0.000281278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803318,0.00006123738,0.001476223,0.0001655516,0.001415144,0.01462001,0.001555816,0.0001301557,0.0002440367],"genre_scores_gemma":[0.9842026,0.000001353117,0.0001735878,0.0001808815,0.0003186642,0.01460271,0.0002851018,0.00004206467,0.0001930315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0501547,"threshold_uncertainty_score":0.9999608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0597162825484743,"score_gpt":0.3867334433059465,"score_spread":0.3270171607574722,"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."}}