{"id":"W2896585155","doi":"10.2196/12227","title":"Use of a Biofeedback Breathing App to Augment Poststress Physiological Recovery: Randomized Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council","keywords":"Heart rate variability; Rumination; Biofeedback; Breathing; Stressor; Medicine; Heart rate; Psychology; Physical therapy; Cardiology; Anesthesia; Blood pressure; Internal medicine; Cognition; Clinical psychology","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":[0.004366281,0.0001705836,0.0008978146,0.0003315441,0.0001909627,0.00006161795,0.0001717941,0.0000657332,0.0003697707],"category_scores_gemma":[0.001292298,0.0001124298,0.0001332252,0.0005418035,0.0005043722,0.0002714815,0.0003070142,0.0004683912,0.0003605631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002226401,"about_ca_system_score_gemma":0.0002299844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005606699,"about_ca_topic_score_gemma":0.00002002558,"domain_scores_codex":[0.996381,0.001475273,0.0006363643,0.0003458179,0.0006240879,0.0005374774],"domain_scores_gemma":[0.9968889,0.001523562,0.00008870073,0.0004899193,0.0007465934,0.0002622601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4119812,0.02404616,0.001762234,0.000691446,0.001753186,0.00006478931,0.08327831,0.00003743896,0.4148306,0.0012559,0.01155802,0.04874073],"study_design_scores_gemma":[0.4323079,0.16805,0.3011884,0.001944707,0.0002593477,0.00005025424,0.01636715,0.01678082,0.04766066,0.001610804,0.01259437,0.001185623],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923264,0.00001136103,0.0002429986,0.001591712,0.00009181623,0.004921992,0.00003469846,0.00004494348,0.0007340792],"genre_scores_gemma":[0.998297,0.000009441496,0.0003564618,0.0001909208,0.0001503497,0.0004642248,0.000009002524,0.00001340023,0.0005091658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3671699,"threshold_uncertainty_score":0.4634429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1501653066852,"score_gpt":0.4219315544970472,"score_spread":0.2717662478118473,"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."}}