{"id":"W4406750927","doi":"10.2196/67000","title":"Diaphragmatic Breathing Interfaces to Promote Relaxation for Mitigating Insomnia: Pilot Study","year":2025,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Sleep and related disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Diaphragmatic breathing; Breathing; Relaxation (psychology); Medicine; Psychology; Computer science; Anesthesia; Internal medicine; World Wide Web; Alternative medicine","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":[0.0002558811,0.0001989791,0.0002583362,0.0002424538,0.0001920875,0.0000789933,0.0002224403,0.00009393341,0.00006395031],"category_scores_gemma":[0.000144876,0.0001781462,0.000045502,0.0004131335,0.00003205301,0.00009380713,0.0000700488,0.0002062387,0.0001092753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005171367,"about_ca_system_score_gemma":0.00002612038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001679659,"about_ca_topic_score_gemma":0.0001468123,"domain_scores_codex":[0.9986373,0.0001047133,0.0003884549,0.0004204139,0.000113647,0.000335433],"domain_scores_gemma":[0.9992636,0.0001445862,0.0001273864,0.0003377402,0.00006444523,0.00006217766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00136047,0.007148514,0.0195207,0.0004480433,0.003198134,0.00004974611,0.2084522,0.0003569222,0.01182828,0.002757332,0.02552445,0.7193553],"study_design_scores_gemma":[0.04497823,0.04745886,0.5250365,0.004489189,0.002631023,0.0001011962,0.2832947,0.002444287,0.007427342,0.01849729,0.05936313,0.004278261],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851734,0.0004644642,0.0006869457,0.001103202,0.001178592,0.003510789,0.000004825659,0.0002500344,0.007627746],"genre_scores_gemma":[0.9935187,0.000004511927,0.0006962394,0.0004262239,0.00004937482,0.001543335,0.000007042875,0.00003320435,0.003721415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.715077,"threshold_uncertainty_score":0.7264593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498509425373178,"score_gpt":0.3276925919222784,"score_spread":0.3127074976685466,"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."}}