{"id":"W2978894354","doi":"10.2196/13703","title":"A Biofeedback App to Instruct Abdominal Breathing (Breathing-Mentor): Pilot Experiment","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breathing; Biofeedback; Medicine; Psychology; Physical therapy; Anesthesia","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":[0.002582062,0.0009491552,0.001040831,0.0004356719,0.000616603,0.0005495638,0.0009307949,0.00135767,0.005897146],"category_scores_gemma":[0.004344135,0.0005638492,0.0007107367,0.0001668294,0.0004895012,0.0007634443,0.0009080755,0.0009455254,0.0009949721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001590092,"about_ca_system_score_gemma":0.0006125587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009781823,"about_ca_topic_score_gemma":0.001594191,"domain_scores_codex":[0.9991001,0.0002400756,0.0000902355,0.0001917294,0.0001595569,0.0002183034],"domain_scores_gemma":[0.9966031,0.002059991,0.0001427583,0.0002525645,0.0004265537,0.0005149298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.05570709,0.4563898,0.02909688,0.005217274,0.0005053583,0.002192829,0.0290914,0.001962535,0.2460007,0.0005245582,0.00352274,0.1697888],"study_design_scores_gemma":[0.008804047,0.7646371,0.1526742,0.0002948722,0.0007135548,0.0009589726,0.006530959,0.006814449,0.04959124,0.0005286451,0.008244961,0.0002070103],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971293,0.00004472836,0.0009397015,0.00003296352,0.00002522796,0.001278882,0.0001234402,0.00003603023,0.00038971],"genre_scores_gemma":[0.9710316,0.0002708045,0.01598717,0.0002573327,0.00006213214,0.006138132,0.0004233524,0.00004677807,0.005782688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005897146,"threshold_uncertainty_score":0.01972789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07115337322811348,"score_gpt":0.3706757573909613,"score_spread":0.2995223841628478,"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."}}