{"id":"W4417072473","doi":"10.1002/osp4.70106","title":"Long‐Term Weight Loss in Adults With Overweight or Obesity Using a Breath Biofeedback mHealth App: A One‐Year Follow‐Up of a Randomized Trial","year":2025,"lang":"en","type":"article","venue":"Obesity Science & Practice","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Brock University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research; Mitacs; Michael Smith Health Research BC","keywords":"Weight loss; mHealth; Overweight; Randomized controlled trial; Obesity; Biofeedback; Clinical trial","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009773478,0.001987096,0.004408083,0.0008824117,0.001156004,0.001807829,0.0009444363,0.003582574,0.004861882],"category_scores_gemma":[0.01102924,0.0009288409,0.005660335,0.0007774767,0.001346924,0.002283473,0.001201288,0.002739221,0.0009845162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065842,"about_ca_system_score_gemma":0.001649011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001662555,"about_ca_topic_score_gemma":0.001935048,"domain_scores_codex":[0.9949644,0.002615581,0.0007402734,0.0006030617,0.0005446188,0.0005321483],"domain_scores_gemma":[0.9950848,0.001513941,0.001425156,0.0005059798,0.0006517904,0.000818274],"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":[0.9427313,0.02901783,0.003079649,0.001237634,0.004726257,0.00004912262,0.0001586834,0.0002071377,0.001492568,0.00005593365,0.000576463,0.01666737],"study_design_scores_gemma":[0.7444373,0.2338656,0.01362682,0.0002103222,0.005270796,0.00003187872,0.0001241691,0.0004759921,0.0009738831,0.0001443783,0.0007930536,0.00004585645],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668205,0.003472243,0.001437997,0.0005589876,0.0007994103,0.02389167,0.001464854,0.0001544578,0.001399859],"genre_scores_gemma":[0.9560782,0.001830551,0.002547525,0.0008719084,0.0006953927,0.03444789,0.001218974,0.00003332669,0.00227626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009773478,"threshold_uncertainty_score":0.05168772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03619005083093752,"score_gpt":0.4098341301769215,"score_spread":0.373644079345984,"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."}}