{"id":"W3093368927","doi":"10.2196/19412","title":"Exploring the Effects of a Brief Biofeedback Breathing Session Delivered Through the BioBase App in Facilitating Employee Stress Recovery: Randomized Experimental Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biofeedback; Mindfulness; Breathing; Heart rate variability; Psychological intervention; Diaphragmatic breathing; Physical therapy; Medicine; Stress management; Muscle tension; Psychology; Physical medicine and rehabilitation; Heart rate; Anesthesia; Clinical psychology; Blood pressure; Internal medicine; Nursing","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":[0.00193541,0.001296415,0.002294753,0.0005844694,0.000783351,0.0007477447,0.001198003,0.001866623,0.006391127],"category_scores_gemma":[0.002547875,0.0008373313,0.001156243,0.0003729023,0.001038218,0.0008585848,0.0007234459,0.001854284,0.0005591747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00054719,"about_ca_system_score_gemma":0.001717645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001413802,"about_ca_topic_score_gemma":0.002171859,"domain_scores_codex":[0.9986849,0.0005062539,0.0001420178,0.0002708234,0.0001586293,0.0002373769],"domain_scores_gemma":[0.9983247,0.0006903522,0.0002751223,0.0001416723,0.0001319743,0.0004361604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4918785,0.4644343,0.0006503023,0.001123331,0.0004375239,0.00006096352,0.0002614571,0.0002670861,0.009433297,0.00008308103,0.0002605535,0.03110943],"study_design_scores_gemma":[0.2747799,0.7192507,0.003472984,0.0000465861,0.0003052521,0.00001389801,0.0000791092,0.0003439307,0.001293406,0.00005625175,0.0003395579,0.00001834606],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831178,0.0003887416,0.0007710907,0.00008913462,0.0001971958,0.01475059,0.0001696363,0.00005668065,0.0004590194],"genre_scores_gemma":[0.9401349,0.001091684,0.007500979,0.0004023099,0.0004523035,0.04814637,0.0002476273,0.00001688735,0.002006897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006391127,"threshold_uncertainty_score":0.02138048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07925787382201871,"score_gpt":0.3557217578657743,"score_spread":0.2764638840437556,"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."}}